{"schema_version":1,"url":"https://uwcourses.com/search?instructor=instructor_65cbac2c9da9e3d3236992ef","title":"Explore UW–Madison Courses, Grades & Prerequisites | UW Courses","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"85abe9ff8837c2c5a134368dcc4cfc85eb723524b21ddeb3d2e953887d2f0c8f","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-11T07:45:51.576183+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":"2026-09-28T18:19:29.929530+00:00","site_commit":"0797c6e67d37df9a62e9e8ab449b0f01a5450089"},"data":{"results":{"items":[{"course_uid":"course_2a00c702ff402614a950606e","course_id":"MATH/STAT 309","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I","credits_min":3,"credits_max":3,"gpa":3.208,"badges":[{"id":"grade-outcomes","label":"Lower grades","tone":"negative","evidence":"Spring 2026 · latest released grades before Fall 2026: 2.98 GPA across 120 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/MATH_STAT_309#grades"}]}],"description":"Introduction to probability and mathematical statistics covering distributions, moments, and estimation.","discovery":{"term":"1272","offered":true,"history":{"counts":[408,143,152,66,78,39,6],"count":892,"gpa":3.305493273542601,"topShare":61.77130044843049,"firstTerm":"1224","lastTerm":"1264"},"instructors":[{"course_uid":"course_2a00c702ff402614a950606e","uid":"instructor_595d1dead150732dcfda51bd","name":"Rishabh Dudeja","quality":3.9689890642666117,"quality_count":6,"instructor_url":"/instructors/RISHABH_DUDEJA"},{"course_uid":"course_2a00c702ff402614a950606e","uid":"instructor_3272c3c61cb08e4f362e009f","name":"Nicolas Garcia Trillos","quality":null,"quality_count":null,"instructor_url":"/instructors/NICOLAS_GARCIA_TRILLOS"},{"course_uid":"course_2a00c702ff402614a950606e","uid":"instructor_d0e5752a2782665fae84fce2","name":"Rheetoja Saha","quality":null,"quality_count":null,"instructor_url":"/instructors/RHEETOJA_SAHA"},{"course_uid":"course_2a00c702ff402614a950606e","uid":"instructor_934d3191f33f423313a364ac","name":"Young-Joo Yun","quality":null,"quality_count":null,"instructor_url":"/instructors/YOUNG-JOO_YUN"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Rishabh  Dudeja","review_date":"2024-12-23 10:18:04 +0000 UTC","review_id":"da6a3bdfe742a01448b7db2f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3048822","source_review_id":"UmF0aW5nLTQwNDIyMjcx","source_url":"https://www.ratemyprofessors.com/professor/3048822","type":"review"},{"instructor_name":"Rishabh  Dudeja","review_date":"2025-02-25 07:10:47 +0000 UTC","review_id":"d0d527a21da0c2d145b83014","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3048822","source_review_id":"UmF0aW5nLTQwNzA1NTcy","source_url":"https://www.ratemyprofessors.com/professor/3048822","type":"review"},{"instructor_name":"Rishabh  Dudeja","review_date":"2025-10-15 18:08:30 +0000 UTC","review_id":"b369dc3a17f764c95e5b7d28","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3048822","source_review_id":"UmF0aW5nLTQxNzE5Njk5","source_url":"https://www.ratemyprofessors.com/professor/3048822","type":"review"}],"text":"The workload includes ten homeworks, one midterm, and one final, with exams described as easy if students engage with the provided materials."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2a00c702ff402614a950606e-0.json"]}},{"course_uid":"course_e593b86c370a0c671af794df","course_id":"MATH/STAT 310","title":"INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II","credits_min":3,"credits_max":3,"gpa":3.194,"badges":[{"id":"grade-outcomes","label":"Lower grades","tone":"negative","evidence":"Spring 2026 · latest released grades before Fall 2026: 2.96 GPA across 68 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/MATH_STAT_310#grades"}]}],"description":"Introduction to mathematical statistical inference, focusing on likelihood, estimation, and hypothesis testing.","discovery":{"term":"1272","offered":true,"history":{"counts":[198,89,126,44,32,14,5],"count":508,"gpa":3.286417322834646,"topShare":56.496062992125985,"firstTerm":"1224","lastTerm":"1264"},"instructors":[{"course_uid":"course_e593b86c370a0c671af794df","uid":"instructor_d7b41c083f24f56aff511a2a","name":"Keith Levin","quality":2.388801606540721,"quality_count":52,"instructor_url":"/instructors/KEITH_LEVIN"},{"course_uid":"course_e593b86c370a0c671af794df","uid":"instructor_6a0b82d758106fd1d7960eca","name":"AJ Fagan","quality":null,"quality_count":null,"instructor_url":"/instructors/AJ_FAGAN"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Keith Levin","review_date":"2023-10-18 00:54:25 +0000 UTC","review_id":"356f8877aad487851324b0bc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTM4Mjg0MDk3","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2023-12-04 23:47:29 +0000 UTC","review_id":"d3e74b2cc07889762b2904d4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTM4NTEyNTEz","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2023-12-16 18:48:56 +0000 UTC","review_id":"4e1f62bf35fc0f2008fc2cf4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTM4NzA3ODA1","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2024-10-31 20:02:32 +0000 UTC","review_id":"a2f020b70cc0f403ed63e829","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTM5ODc4NTM2","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2024-12-12 23:30:48 +0000 UTC","review_id":"d77c091124318eb185e441d9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTQwMjYxOTMx","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2025-07-11 17:51:05 +0000 UTC","review_id":"c55eb89b5db8024217e051e9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTQwMjY2OTQw","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2025-11-25 23:25:37 +0000 UTC","review_id":"f1c4b74f5a22410d994738e4","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTQxOTUzNDE2","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"},{"instructor_name":"Keith Levin","review_date":"2025-12-25 05:52:49 +0000 UTC","review_id":"33c8b1cb2dcbb282c1d402a2","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2726941","source_review_id":"UmF0aW5nLTQyMzk2MDE2","source_url":"https://www.ratemyprofessors.com/professor/2726941","type":"review"}],"text":"The course is described as difficult and intense, with long homeworks, high-stakes exams, and a significant gap between lecture content and test material."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e593b86c370a0c671af794df-0.json"]}},{"course_uid":"course_3aa77a7c307c944aec9fad7e","course_id":"MATH/STAT 709","title":"MATHEMATICAL STATISTICS I","credits_min":4,"credits_max":4,"gpa":3.565,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 9 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/MATH_STAT_709#schedule"}]}],"description":"Mathematical Statistics I introduces measure theoretic probability, high-dimensional statistics, and large sample theory methods.","discovery":{"term":"1272","offered":true,"history":{"counts":[40,39,10,0,0,0,0],"count":89,"gpa":3.668539325842697,"topShare":88.76404494382022,"firstTerm":"1232","lastTerm":"1262"},"instructors":[{"course_uid":"course_3aa77a7c307c944aec9fad7e","uid":"instructor_34dac25292e8958a6651bdb3","name":"Yiqiao Zhong","quality":3.1104729541700653,"quality_count":9,"instructor_url":"/instructors/YIQIAO_ZHONG"},{"course_uid":"course_3aa77a7c307c944aec9fad7e","uid":"instructor_131fef9b33027ba6f3a897af","name":"Fuxin Wang","quality":null,"quality_count":null,"instructor_url":"/instructors/FUXIN_WANG"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Yazhen Wang","review_date":"2015-12-22 23:21:16 +0000 UTC","review_id":"22bc72c6931579219662a9a9","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTI1ODA3Nzg4","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"}],"text":"Historical reviews of Yazhen Wang: Reviewers characterize the class as very hard, with a difficulty rating of 4."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_3aa77a7c307c944aec9fad7e-0.json"]}},{"course_uid":"course_1b76508145789f8fbc49d1fa","course_id":"STAT 311","title":"INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I","credits_min":3,"credits_max":3,"gpa":3.213,"badges":[{"id":"grade-outcomes","label":"Lower grades","tone":"negative","evidence":"Spring 2026 · latest released grades before Fall 2026: 2.92 GPA across 187 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/STAT_311#grades"}]}],"description":"Introduction to mathematical statistics covering probability, distributions, the central limit theorem, and estimation.","discovery":{"term":"1272","offered":true,"history":{"counts":[554,294,384,188,151,49,14],"count":1634,"gpa":3.193390452876377,"topShare":51.897184822521425,"firstTerm":"1224","lastTerm":"1264"},"instructors":[{"course_uid":"course_1b76508145789f8fbc49d1fa","uid":"instructor_f6aaac08162ddc9f0224e274","name":"Matthew Bloss","quality":3.1864023606312633,"quality_count":29,"instructor_url":"/instructors/MATTHEW_BLOSS"},{"course_uid":"course_1b76508145789f8fbc49d1fa","uid":"instructor_8d14e6b0bda8b7d4641f60cb","name":"Alexander Van Abel","quality":null,"quality_count":null,"instructor_url":"/instructors/ALEXANDER_VAN_ABEL"},{"course_uid":"course_1b76508145789f8fbc49d1fa","uid":"instructor_17cdbc60223d83ac3db56a20","name":"Caitlyn Yin","quality":null,"quality_count":null,"instructor_url":"/instructors/CAITLYN_YIN"},{"course_uid":"course_1b76508145789f8fbc49d1fa","uid":"instructor_17b187b651e80b27b58da58d","name":"Haoqun Cao","quality":null,"quality_count":null,"instructor_url":"/instructors/HAOQUN_CAO"},{"course_uid":"course_1b76508145789f8fbc49d1fa","uid":"instructor_73871eb987d3e21186dc8b22","name":"Hui Chen","quality":null,"quality_count":null,"instructor_url":"/instructors/HUI_CHEN"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Yaoguo Xie","review_date":"2016-02-25 17:40:15 +0000 UTC","review_id":"a8996b79ef1b6a51ce232827","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1968253","source_review_id":"UmF0aW5nLTI2MDg4NjU3","source_url":"https://www.ratemyprofessors.com/professor/1968253","type":"review"},{"instructor_name":"Amy Beyler","review_date":"2021-12-23 20:41:20 +0000 UTC","review_id":"edd7b83bc204f6b70c5586a5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2759781","source_review_id":"UmF0aW5nLTM1NjQzOTkz","source_url":"https://www.ratemyprofessors.com/professor/2759781","type":"review"},{"instructor_name":"Derek Bean","review_date":"2023-12-22 18:09:04 +0000 UTC","review_id":"df0dc4d2d9750f105be77038","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2158238","source_review_id":"UmF0aW5nLTM4Nzc3MjIy","source_url":"https://www.ratemyprofessors.com/professor/2158238","type":"review"}],"text":"Historical reviews of Amy Beyler, Derek Bean, Yaoguo Xie: Workload and difficulty vary significantly by instructor. Some report high-quality materials and fair tests, while others describe difficult exams and a need for extensive self-study to gain solid knowledge."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1b76508145789f8fbc49d1fa-0.json"]}},{"course_uid":"course_f01b96472a8cdb3029148ea7","course_id":"STAT 349","title":"INTRODUCTION TO TIME SERIES","credits_min":3,"credits_max":3,"gpa":3.376,"badges":[{"id":"grade-outcomes","label":"Lower grades","tone":"negative","evidence":"Fall 2025 · latest released grades before Fall 2026: 3.34 GPA across 53 letter grades, versus 3.63 for UW–Madison (1320 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/STAT_349#grades"}]}],"description":"Introduction to time series analysis covering stationarity, AR/MA models, and forecasting applications.","discovery":{"term":"1272","offered":true,"history":{"counts":[79,35,30,20,20,8,0],"count":192,"gpa":3.2630208333333335,"topShare":59.375,"firstTerm":"1232","lastTerm":"1262"},"instructors":[{"course_uid":"course_f01b96472a8cdb3029148ea7","uid":"instructor_b87779c096c1e7569483fa4b","name":"Brian Powers","quality":3.3698717483863656,"quality_count":29,"instructor_url":"/instructors/BRIAN_POWERS"},{"course_uid":"course_f01b96472a8cdb3029148ea7","uid":"instructor_2d6b4d1b0394a80f864b89fc","name":"Haoran Xiong","quality":null,"quality_count":null,"instructor_url":"/instructors/HAORAN_XIONG"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Panduan An","review_date":"2022-09-29 00:42:58 +0000 UTC","review_id":"31033a8e2b96572b892b08fc","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2546332","source_review_id":"UmF0aW5nLTM2NjY2ODE2","source_url":"https://www.ratemyprofessors.com/professor/2546332","type":"review"},{"instructor_name":"Panduan An","review_date":"2025-01-06 16:29:49 +0000 UTC","review_id":"1758c68c4df33b9599ee02ab","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2546332","source_review_id":"UmF0aW5nLTQwNDkxMjIy","source_url":"https://www.ratemyprofessors.com/professor/2546332","type":"review"},{"instructor_name":"Panduan An","review_date":"2025-10-11 22:38:25 +0000 UTC","review_id":"f2c07db180b131755c5d61e0","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2546332","source_review_id":"UmF0aW5nLTQxNzA4MzY3","source_url":"https://www.ratemyprofessors.com/professor/2546332","type":"review"},{"instructor_name":"Panduan An","review_date":"2025-10-24 22:29:36 +0000 UTC","review_id":"52a6044388d22780d69cd73f","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2546332","source_review_id":"UmF0aW5nLTQxNzU0ODY2","source_url":"https://www.ratemyprofessors.com/professor/2546332","type":"review"}],"text":"Historical reviews of Panduan An: Reviewers describe the course as difficult, with homework questions being very hard and a high drop rate before the midterm. The lecture pace is often too fast to take notes, and prereqs do not adequately prepare students for the workload."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f01b96472a8cdb3029148ea7-0.json"]}},{"course_uid":"course_0cdbe47e9cba33b1c1a28e66","course_id":"STAT 601","title":"STATISTICAL METHODS I","credits_min":4,"credits_max":4,"gpa":3.597,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 11 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/STAT_601#schedule"}]}],"description":"STAT 601 provides a thorough grounding in modern statistical methods, covering data collection, exploration, probability, and analysis.","discovery":{"term":"1272","offered":true,"history":{"counts":[74,95,33,5,0,0,2],"count":209,"gpa":3.54066985645933,"topShare":80.86124401913875,"firstTerm":"1224","lastTerm":"1262"},"instructors":[{"course_uid":"course_0cdbe47e9cba33b1c1a28e66","uid":"instructor_57e3055a3befc3631e23de96","name":"Wei-Yin Loh","quality":3.63803899252118,"quality_count":24,"instructor_url":"/instructors/WEI-YIN_LOH"},{"course_uid":"course_0cdbe47e9cba33b1c1a28e66","uid":"instructor_acf8ea3a47c16b77ced1f232","name":"Zhihao Zhao","quality":null,"quality_count":null,"instructor_url":"/instructors/ZHIHAO_ZHAO"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Vivak Patel","review_date":"2022-01-11 16:32:51 +0000 UTC","review_id":"93ec73a134279ef2d299c73e","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2630806","source_review_id":"UmF0aW5nLTM1NzM1NDk4","source_url":"https://www.ratemyprofessors.com/professor/2630806","type":"review"},{"instructor_name":"Vivak Patel","review_date":"2022-02-23 02:08:26 +0000 UTC","review_id":"9c8d9bedd34c97329176a3c5","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2630806","source_review_id":"UmF0aW5nLTM1ODc1Mzk3","source_url":"https://www.ratemyprofessors.com/professor/2630806","type":"review"},{"instructor_name":"Vivak Patel","review_date":"2024-08-21 05:17:49 +0000 UTC","review_id":"9b8ef7235c7a6f16ebe05abf","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2630806","source_review_id":"UmF0aW5nLTM5Njk2NDgz","source_url":"https://www.ratemyprofessors.com/professor/2630806","type":"review"}],"text":"Historical reviews of Vivak Patel: Reviewers describe a heavy workload with difficult projects and expect students to do significant independent work, noting that graduate-level rigor requires hard work."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0cdbe47e9cba33b1c1a28e66-0.json"]}},{"course_uid":"course_bf82c77f0acedcdb0de970b4","course_id":"STAT 681","title":"SENIOR HONORS THESIS","credits_min":3,"credits_max":3,"gpa":null,"badges":[{"id":"rated-teacher","label":"Highly rated instructor","tone":"positive","evidence":"Fall 2026: Kris Sankaran (4.03/5 adjusted; 16 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.","sources":[{"label":"Kris Sankaran","href":"/instructors/KRIS_SANKARAN"}]}],"description":"STAT 681 is a mentored individual study course for students writing an honors thesis.","discovery":{"term":"1272","offered":true,"history":{"counts":[0,0,0,0,0,0,0],"count":0,"gpa":null,"topShare":null},"instructors":[{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_be2c112c6bc43655caf1a245","name":"Kris Sankaran","quality":4.033158768636998,"quality_count":16,"instructor_url":"/instructors/KRIS_SANKARAN"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_e07c4a420217ae0ac05d6c15","name":"Cecile Ane","quality":3.7994384714114453,"quality_count":9,"instructor_url":"/instructors/CECILE_ANE"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_001dcb30686c25cb945bbd92","name":"Richard Chappell","quality":3.781532530496905,"quality_count":2,"instructor_url":"/instructors/RICHARD_CHAPPELL"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_e3bbbb60075167369fdce2a0","name":"Sunduz Keles","quality":3.690623439587814,"quality_count":2,"instructor_url":"/instructors/SUNDUZ_KELES"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_de7437eae3d2b6ae3e16cc25","name":"Garvesh Raskutti","quality":3.6715357431444153,"quality_count":28,"instructor_url":"/instructors/GARVESH_RASKUTTI"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_9b333b176e2d5994bc0dc08a","name":"Hyunseung Kang","quality":3.5770146055292225,"quality_count":29,"instructor_url":"/instructors/HYUNSEUNG_KANG"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_62915d4f99e1a5fdda0f69d5","name":"Qiongshi Lu","quality":3.530596333518779,"quality_count":3,"instructor_url":"/instructors/QIONGSHI_LU"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_4cd2130743ca159fa112f0bd","name":"Bret Larget","quality":3.4527288912435083,"quality_count":29,"instructor_url":"/instructors/BRET_LARGET"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_f4f38e79abb137626bbbc39c","name":"Yazhen Wang","quality":3.4064571890310638,"quality_count":10,"instructor_url":"/instructors/YAZHEN_WANG"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_4cd87546b6a882bbee735170","name":"Joshua Cape","quality":3.392065987343535,"quality_count":6,"instructor_url":"/instructors/JOSHUA_CAPE"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_6b47f9ea3905d1d59a4cca56","name":"Peter Chien","quality":3.3756240966034707,"quality_count":18,"instructor_url":"/instructors/PETER_CHIEN"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_14607eb27b812bbc66c895e8","name":"Karl Rohe","quality":2.7601758419350246,"quality_count":58,"instructor_url":"/instructors/KARL_ROHE"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_bfbc8fb174f8cc8bf998918e","name":"Alejandra Quintos Lima","quality":null,"quality_count":null,"instructor_url":"/instructors/ALEJANDRA_QUINTOS_LIMA"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_c772c9498a02857dc5dafb3d","name":"Bikram Karmakar","quality":null,"quality_count":null,"instructor_url":"/instructors/BIKRAM_KARMAKAR"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_44893aa872fbe148e8dd38e4","name":"Brian Yandell","quality":null,"quality_count":null,"instructor_url":"/instructors/BRIAN_YANDELL"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_7e07717b2b474f1f5a7eb4ca","name":"Jun Zhu","quality":null,"quality_count":null,"instructor_url":"/instructors/JUN_ZHU"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_9f300ac0f65aade7f12a790d","name":"Michael Newton","quality":null,"quality_count":null,"instructor_url":"/instructors/MICHAEL_NEWTON"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_804209e62ba28e3bf8231670","name":"Moo Kyung Chung","quality":null,"quality_count":null,"instructor_url":"/instructors/MOO_KYUNG_CHUNG"},{"course_uid":"course_bf82c77f0acedcdb0de970b4","uid":"instructor_3272c3c61cb08e4f362e009f","name":"Nicolas Garcia Trillos","quality":null,"quality_count":null,"instructor_url":"/instructors/NICOLAS_GARCIA_TRILLOS"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_3d91752784346011d7b5d9e2","course_id":"STAT 682","title":"SENIOR HONORS THESIS","credits_min":3,"credits_max":3,"gpa":4,"badges":[],"description":"STAT 682 is a mentored individual study course for students writing an honors thesis.","discovery":{"term":"1272","offered":true,"history":{"counts":[2,0,0,0,0,0,0],"count":2,"gpa":4,"topShare":100,"firstTerm":"1224","lastTerm":"1224"},"instructors":[{"course_uid":"course_3d91752784346011d7b5d9e2","uid":"instructor_f801c3750827ebe545eade70","name":"Xiao Luo","quality":null,"quality_count":null,"instructor_url":"/instructors/XIAO_LUO"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_62341da3d7cd1db5f9ca5903","course_id":"STAT 699","title":"DIRECTED STUDY","credits_min":1,"credits_max":6,"gpa":4,"badges":[{"id":"rated-teacher","label":"Highly rated instructor","tone":"positive","evidence":"Fall 2026: Kris Sankaran (4.03/5 adjusted; 16 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.","sources":[{"label":"Kris Sankaran","href":"/instructors/KRIS_SANKARAN"}]}],"description":"STAT 699 is a directed study course where students engage in projects arranged with a faculty member.","discovery":{"term":"1272","offered":true,"history":{"counts":[15,0,0,0,0,0,0],"count":15,"gpa":4,"topShare":100,"firstTerm":"1224","lastTerm":"1224"},"instructors":[{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_be2c112c6bc43655caf1a245","name":"Kris Sankaran","quality":4.033158768636998,"quality_count":16,"instructor_url":"/instructors/KRIS_SANKARAN"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_e07c4a420217ae0ac05d6c15","name":"Cecile Ane","quality":3.7994384714114453,"quality_count":9,"instructor_url":"/instructors/CECILE_ANE"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_001dcb30686c25cb945bbd92","name":"Richard Chappell","quality":3.781532530496905,"quality_count":2,"instructor_url":"/instructors/RICHARD_CHAPPELL"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_e3bbbb60075167369fdce2a0","name":"Sunduz Keles","quality":3.690623439587814,"quality_count":2,"instructor_url":"/instructors/SUNDUZ_KELES"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_de7437eae3d2b6ae3e16cc25","name":"Garvesh Raskutti","quality":3.6715357431444153,"quality_count":28,"instructor_url":"/instructors/GARVESH_RASKUTTI"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_62915d4f99e1a5fdda0f69d5","name":"Qiongshi Lu","quality":3.530596333518779,"quality_count":3,"instructor_url":"/instructors/QIONGSHI_LU"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_4cd2130743ca159fa112f0bd","name":"Bret Larget","quality":3.4527288912435083,"quality_count":29,"instructor_url":"/instructors/BRET_LARGET"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_6b47f9ea3905d1d59a4cca56","name":"Peter Chien","quality":3.3756240966034707,"quality_count":18,"instructor_url":"/instructors/PETER_CHIEN"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_34dac25292e8958a6651bdb3","name":"Yiqiao Zhong","quality":3.1104729541700653,"quality_count":9,"instructor_url":"/instructors/YIQIAO_ZHONG"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_14607eb27b812bbc66c895e8","name":"Karl Rohe","quality":2.7601758419350246,"quality_count":58,"instructor_url":"/instructors/KARL_ROHE"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_9a9d23bd68d5e518dce65eb2","name":"Vivak Patel","quality":2.6098690764777484,"quality_count":28,"instructor_url":"/instructors/VIVAK_PATEL"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_d7b41c083f24f56aff511a2a","name":"Keith Levin","quality":2.388801606540721,"quality_count":52,"instructor_url":"/instructors/KEITH_LEVIN"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_816ff1547ceb6ebc8284e15f","name":"Benjamin Lengerich","quality":null,"quality_count":null,"instructor_url":"/instructors/BENJAMIN_LENGERICH"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_44893aa872fbe148e8dd38e4","name":"Brian Yandell","quality":null,"quality_count":null,"instructor_url":"/instructors/BRIAN_YANDELL"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_18efe2de9081624a52343124","name":"Christina Newton","quality":null,"quality_count":null,"instructor_url":"/instructors/CHRISTINA_NEWTON"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_7eca2811645c15f0e8db796e","name":"Christopher Geoga","quality":null,"quality_count":null,"instructor_url":"/instructors/CHRISTOPHER_GEOGA"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_ba4bcddbba7fed1819a93c01","name":"Claudia Solis Lemus","quality":null,"quality_count":null,"instructor_url":"/instructors/CLAUDIA_SOLIS_LEMUS"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_4b231fa5b46ab58da26749ac","name":"Jessi Kehe","quality":null,"quality_count":null,"instructor_url":"/instructors/JESSI_KEHE"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_eee83ceb6a66632da293f38b","name":"Jiwei Zhao","quality":null,"quality_count":null,"instructor_url":"/instructors/JIWEI_ZHAO"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_abeac1469597629693634b82","name":"Jun Shao","quality":null,"quality_count":null,"instructor_url":"/instructors/JUN_SHAO"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_7e07717b2b474f1f5a7eb4ca","name":"Jun Zhu","quality":null,"quality_count":null,"instructor_url":"/instructors/JUN_ZHU"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_ae8e671b1df52243beb0739c","name":"Kyungmann Kim","quality":null,"quality_count":null,"instructor_url":"/instructors/KYUNGMANN_KIM"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_9eba58280028b4b6dec8baff","name":"Menggang Yu","quality":null,"quality_count":null,"instructor_url":"/instructors/MENGGANG_YU"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_9f300ac0f65aade7f12a790d","name":"Michael Newton","quality":null,"quality_count":null,"instructor_url":"/instructors/MICHAEL_NEWTON"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_3272c3c61cb08e4f362e009f","name":"Nicolas Garcia Trillos","quality":null,"quality_count":null,"instructor_url":"/instructors/NICOLAS_GARCIA_TRILLOS"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_ac2e3856db58d90f4d6c88a9","name":"Ron Gangnon","quality":null,"quality_count":null,"instructor_url":"/instructors/RON_GANGNON"},{"course_uid":"course_62341da3d7cd1db5f9ca5903","uid":"instructor_714645481a443d1e63fc757a","name":"Yeonhee Park","quality":null,"quality_count":null,"instructor_url":"/instructors/YEONHEE_PARK"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Cecile Ane","review_date":"2016-11-23 12:04:53 +0000 UTC","review_id":"2dc25ff4e47b0055b4749429","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:755215","source_review_id":"UmF0aW5nLTI3MjQ3MjQ1","source_url":"https://www.ratemyprofessors.com/professor/755215","type":"review"}],"text":"A directed study with Cecile Ane focused on genuine learning and conceptual understanding rather than just completion."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_62341da3d7cd1db5f9ca5903-0.json"]}},{"course_uid":"course_98c8f7223e5e4f977f8032c8","course_id":"STAT 701","title":"APPLIED TIME SERIES ANALYSIS, FORECASTING AND CONTROL I","credits_min":3,"credits_max":3,"gpa":3.761,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 29 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/STAT_701#schedule"}]}],"description":"STAT 701 covers the theory and application of discrete time series models, focusing on forecasting, model building, and diagnostic checking.","discovery":{"term":"1272","offered":true,"history":{"counts":[37,4,4,0,1,0,0],"count":46,"gpa":3.8260869565217392,"topShare":89.13043478260869,"firstTerm":"1224","lastTerm":"1254"},"instructors":[{"course_uid":"course_98c8f7223e5e4f977f8032c8","uid":"instructor_7eca2811645c15f0e8db796e","name":"Christopher Geoga","quality":null,"quality_count":null,"instructor_url":"/instructors/CHRISTOPHER_GEOGA"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_33ae6065fb867f7eec7ff60c","course_id":"STAT 849","title":"ADVANCED STATISTICAL METHODS","credits_min":4,"credits_max":4,"gpa":3.61,"badges":[{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 11 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/STAT_849#schedule"}]}],"description":"STAT 849 provides advanced grounding in modern statistical methods and theory, covering regression, experimental design, and model selection.","discovery":{"term":"1272","offered":true,"history":{"counts":[37,37,17,0,0,0,0],"count":91,"gpa":3.60989010989011,"topShare":81.31868131868131,"firstTerm":"1232","lastTerm":"1262"},"instructors":[{"course_uid":"course_33ae6065fb867f7eec7ff60c","uid":"instructor_07027329a8af468b4052cb84","name":"Xinyu Li","quality":null,"quality_count":null,"instructor_url":"/instructors/XINYU_LI"},{"course_uid":"course_33ae6065fb867f7eec7ff60c","uid":"instructor_c04e94be344db6b0ccd69f5f","name":"Yinqiu He","quality":null,"quality_count":null,"instructor_url":"/instructors/YINQIU_HE"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_15157a9824b07ad4185ab3f5","course_id":"STAT 990","title":"RESEARCH","credits_min":1,"credits_max":12,"gpa":null,"badges":[{"id":"rated-teacher","label":"Highly rated instructor","tone":"positive","evidence":"Fall 2026: Kris Sankaran (4.03/5 adjusted; 16 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.","sources":[{"label":"Kris Sankaran","href":"/instructors/KRIS_SANKARAN"}]}],"description":"STAT 990 is an independent research and writing course for graduate students under faculty supervision.","discovery":{"term":"1272","offered":true,"history":{"counts":[0,0,0,0,0,0,0],"count":0,"gpa":null,"topShare":null},"instructors":[{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_be2c112c6bc43655caf1a245","name":"Kris Sankaran","quality":4.033158768636998,"quality_count":16,"instructor_url":"/instructors/KRIS_SANKARAN"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_595d1dead150732dcfda51bd","name":"Rishabh Dudeja","quality":3.9689890642666117,"quality_count":6,"instructor_url":"/instructors/RISHABH_DUDEJA"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_e07c4a420217ae0ac05d6c15","name":"Cecile Ane","quality":3.7994384714114453,"quality_count":9,"instructor_url":"/instructors/CECILE_ANE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_001dcb30686c25cb945bbd92","name":"Richard Chappell","quality":3.781532530496905,"quality_count":2,"instructor_url":"/instructors/RICHARD_CHAPPELL"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_b9d805d331db1d024a68ffed","name":"Kirthevasan Kandasamy","quality":3.7235102700443767,"quality_count":1,"instructor_url":"/instructors/KIRTHEVASAN_KANDASAMY"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_e3bbbb60075167369fdce2a0","name":"Sunduz Keles","quality":3.690623439587814,"quality_count":2,"instructor_url":"/instructors/SUNDUZ_KELES"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_de7437eae3d2b6ae3e16cc25","name":"Garvesh Raskutti","quality":3.6715357431444153,"quality_count":28,"instructor_url":"/instructors/GARVESH_RASKUTTI"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_57e3055a3befc3631e23de96","name":"Wei-Yin Loh","quality":3.63803899252118,"quality_count":24,"instructor_url":"/instructors/WEI-YIN_LOH"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_9b333b176e2d5994bc0dc08a","name":"Hyunseung Kang","quality":3.5770146055292225,"quality_count":29,"instructor_url":"/instructors/HYUNSEUNG_KANG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_62915d4f99e1a5fdda0f69d5","name":"Qiongshi Lu","quality":3.530596333518779,"quality_count":3,"instructor_url":"/instructors/QIONGSHI_LU"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_4cd2130743ca159fa112f0bd","name":"Bret Larget","quality":3.4527288912435083,"quality_count":29,"instructor_url":"/instructors/BRET_LARGET"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_f4f38e79abb137626bbbc39c","name":"Yazhen Wang","quality":3.4064571890310638,"quality_count":10,"instructor_url":"/instructors/YAZHEN_WANG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_4cd87546b6a882bbee735170","name":"Joshua Cape","quality":3.392065987343535,"quality_count":6,"instructor_url":"/instructors/JOSHUA_CAPE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_6b47f9ea3905d1d59a4cca56","name":"Peter Chien","quality":3.3756240966034707,"quality_count":18,"instructor_url":"/instructors/PETER_CHIEN"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7f547f421dcc58c9e9c316fd","name":"Chunming Zhang","quality":3.2811626093424797,"quality_count":9,"instructor_url":"/instructors/CHUNMING_ZHANG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_34dac25292e8958a6651bdb3","name":"Yiqiao Zhong","quality":3.1104729541700653,"quality_count":9,"instructor_url":"/instructors/YIQIAO_ZHONG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_c937bd5ff5084d3cd8d28c78","name":"Yongyi Guo","quality":3.085142910420458,"quality_count":6,"instructor_url":"/instructors/YONGYI_GUO"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_14607eb27b812bbc66c895e8","name":"Karl Rohe","quality":2.7601758419350246,"quality_count":58,"instructor_url":"/instructors/KARL_ROHE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_9a9d23bd68d5e518dce65eb2","name":"Vivak Patel","quality":2.6098690764777484,"quality_count":28,"instructor_url":"/instructors/VIVAK_PATEL"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_d7b41c083f24f56aff511a2a","name":"Keith Levin","quality":2.388801606540721,"quality_count":52,"instructor_url":"/instructors/KEITH_LEVIN"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_bfbc8fb174f8cc8bf998918e","name":"Alejandra Quintos Lima","quality":null,"quality_count":null,"instructor_url":"/instructors/ALEJANDRA_QUINTOS_LIMA"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_816ff1547ceb6ebc8284e15f","name":"Benjamin Lengerich","quality":null,"quality_count":null,"instructor_url":"/instructors/BENJAMIN_LENGERICH"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_44893aa872fbe148e8dd38e4","name":"Brian Yandell","quality":null,"quality_count":null,"instructor_url":"/instructors/BRIAN_YANDELL"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_18efe2de9081624a52343124","name":"Christina Newton","quality":null,"quality_count":null,"instructor_url":"/instructors/CHRISTINA_NEWTON"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7eca2811645c15f0e8db796e","name":"Christopher Geoga","quality":null,"quality_count":null,"instructor_url":"/instructors/CHRISTOPHER_GEOGA"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_ba4bcddbba7fed1819a93c01","name":"Claudia Solis Lemus","quality":null,"quality_count":null,"instructor_url":"/instructors/CLAUDIA_SOLIS_LEMUS"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_708833f8c18883659779d3c1","name":"Debdeep Pati","quality":null,"quality_count":null,"instructor_url":"/instructors/DEBDEEP_PATI"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7738e0f945ec1fdf80785efe","name":"Guanhua Chen","quality":null,"quality_count":null,"instructor_url":"/instructors/GUANHUA_CHEN"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_4b231fa5b46ab58da26749ac","name":"Jessi Kehe","quality":null,"quality_count":null,"instructor_url":"/instructors/JESSI_KEHE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_eee83ceb6a66632da293f38b","name":"Jiwei Zhao","quality":null,"quality_count":null,"instructor_url":"/instructors/JIWEI_ZHAO"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_abeac1469597629693634b82","name":"Jun Shao","quality":null,"quality_count":null,"instructor_url":"/instructors/JUN_SHAO"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7e07717b2b474f1f5a7eb4ca","name":"Jun Zhu","quality":null,"quality_count":null,"instructor_url":"/instructors/JUN_ZHU"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_4dd4918b94120c86b66eb653","name":"Karl Broman","quality":null,"quality_count":null,"instructor_url":"/instructors/KARL_BROMAN"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_ae8e671b1df52243beb0739c","name":"Kyungmann Kim","quality":null,"quality_count":null,"instructor_url":"/instructors/KYUNGMANN_KIM"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_dc848b00b150bf8cd31d188c","name":"Lu Mao","quality":null,"quality_count":null,"instructor_url":"/instructors/LU_MAO"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_4f75e6a513be6acaeba5346f","name":"Maja Waldron","quality":null,"quality_count":null,"instructor_url":"/instructors/MAJA_WALDRON"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7f1ec350dd38b38a0d4762c0","name":"Matthias Katzfuss","quality":null,"quality_count":null,"instructor_url":"/instructors/MATTHIAS_KATZFUSS"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_9eba58280028b4b6dec8baff","name":"Menggang Yu","quality":null,"quality_count":null,"instructor_url":"/instructors/MENGGANG_YU"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_ca523fbcd011ccb0366dccde","name":"Miaoyan Wang","quality":null,"quality_count":null,"instructor_url":"/instructors/MIAOYAN_WANG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_9f300ac0f65aade7f12a790d","name":"Michael Newton","quality":null,"quality_count":null,"instructor_url":"/instructors/MICHAEL_NEWTON"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_804209e62ba28e3bf8231670","name":"Moo Kyung Chung","quality":null,"quality_count":null,"instructor_url":"/instructors/MOO_KYUNG_CHUNG"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_3272c3c61cb08e4f362e009f","name":"Nicolas Garcia Trillos","quality":null,"quality_count":null,"instructor_url":"/instructors/NICOLAS_GARCIA_TRILLOS"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_ac2e3856db58d90f4d6c88a9","name":"Ron Gangnon","quality":null,"quality_count":null,"instructor_url":"/instructors/RON_GANGNON"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_bb9db90224dc8d82c6ef1270","name":"Sameer Deshpande","quality":null,"quality_count":null,"instructor_url":"/instructors/SAMEER_DESHPANDE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_f801c3750827ebe545eade70","name":"Xiao Luo","quality":null,"quality_count":null,"instructor_url":"/instructors/XIAO_LUO"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_c04e94be344db6b0ccd69f5f","name":"Yinqiu He","quality":null,"quality_count":null,"instructor_url":"/instructors/YINQIU_HE"},{"course_uid":"course_15157a9824b07ad4185ab3f5","uid":"instructor_7262e987228b94c8b223a1a6","name":"Yuling Yan","quality":null,"quality_count":null,"instructor_url":"/instructors/YULING_YAN"}],"instructorHistory":null,"courseComparison":null,"claim":null,"reviewFiles":[]}},{"course_uid":"course_821b8b9c055e8ecd0e25a516","course_id":"STAT 992","title":"SEMINAR","credits_min":1,"credits_max":3,"gpa":3.954,"badges":[{"id":"grade-outcomes","label":"Higher grades","tone":"positive","evidence":"Spring 2026 · latest released grades before Fall 2026: 4.00 GPA across 55 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.","sources":[{"label":"Grade history and sources","href":"/courses/STAT_992#grades"}]},{"id":"lecture-size","label":"Small lectures","tone":"neutral","evidence":"Fall 2026: median 12 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.","sources":[{"label":"Sections and enrollment","href":"/courses/STAT_992#schedule"}]}],"description":"STAT 992 is a graduate-level seminar covering special topics in statistics, with subject matter varying by offering.","discovery":{"term":"1272","offered":true,"history":{"counts":[411,8,2,0,0,0,0],"count":421,"gpa":3.985748218527316,"topShare":99.5249406175772,"firstTerm":"1232","lastTerm":"1264"},"instructors":[{"course_uid":"course_821b8b9c055e8ecd0e25a516","uid":"instructor_de7437eae3d2b6ae3e16cc25","name":"Garvesh Raskutti","quality":3.6715357431444153,"quality_count":28,"instructor_url":"/instructors/GARVESH_RASKUTTI"}],"instructorHistory":null,"courseComparison":null,"claim":{"citations":[{"instructor_name":"Joshua Cape","review_date":"2023-08-31 17:17:31 +0000 UTC","review_id":"df0974a04bd34b181adeafaa","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2835627","source_review_id":"UmF0aW5nLTM4MTk4MTUy","source_url":"https://www.ratemyprofessors.com/professor/2835627","type":"review"}],"text":"Historical reviews of Joshua Cape: The review does not specify workload or difficulty, only noting the material is delivered in an easy-to-understand way."},"reviewFiles":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_821b8b9c055e8ecd0e25a516-0.json"]}}],"total":13,"page":1,"kind":"course","q":"","term":"1272","availability":"offered","filters":{"instructor":"instructor_65cbac2c9da9e3d3236992ef"}},"discoveryFiltered":true}}