{"schema_version":1,"url":"https://uwcourses.com/courses/STAT_461","title":"STAT 461: Financial Statistics | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T19:50:42.743001+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":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"658b91df23098ca5ff26220e1c1825cef85ece6a6baa4b91be7be5a8e5dfdcec","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","catalog_version_id":"70d323b7f1380655cc403a938c88393970750ed9296fd5ebc651636dbaabe51c","course_number":461,"subjects":["STAT"],"title":"FINANCIAL STATISTICS","description":"Today's cutting-edge quantitative trading strategies are based on complex stochastic models of financial data. Specialized statistical techniques are needed to analyze them. Study the advanced statistical methodologies now widely employed in modern finance. Topics include: discrete models such as binomial trees and GARCH; continuous models such as the Black-Scholes model; and stochastic volatility models. Emphasis will be on data analysis and statistical inference in these models, with applications to risk management. Learn about the models real quantitative traders use in their work.","requirements_text":"(STAT 333,340, orECON 410) and (MATH/​STAT  309,STAT 311,MATH 331,MATH/​STAT  431, orMATH 531), graduate/professional standing, or declared in Statistics VISP","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:932:024336"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"19960af9b2002f5c4757d372528b7f99ec58597dfcc03bbc824f0961bb234c54","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"STAT 461 teaches advanced statistical methodologies for modern finance, including discrete and continuous stochastic models.","llm_topics":["Discrete models (binomial trees, GARCH)","Continuous models (Black-Scholes)","Stochastic volatility models"],"llm_skills":["Data analysis and statistical inference in financial models.","Application of quantitative trading models."],"llm_assumed_background":["Linear regression, probability theory, statistical inference, and R programming.","Advanced probability distributions, expectation, variance, and the central limit theorem."],"llm_search_phrases":["quantitative trading stochastic models","financial statistics GARCH Black-Scholes","risk management statistical inference","discrete continuous financial models"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"fa1f3ea0e401da4b3deee1060a60d1aacc85418ac417416c3e3288a661b01f93","course_id":"STAT 461","current_instructors":[{"instructor_uid":"instructor_549402aaa3fc02311c4c262e","message":"No course-specific reviews available","name":"Bo Yang","review_status":"no_course_reviews","rmp_instructor_id":"rmp:2107418","summary":[{"citations":[{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.57 GPA, 78.9% A/AB (n=38 letter grades); Fall 2024: 3.73 GPA, 79.2% A/AB (n=24 letter grades); Fall 2025: 3.63 GPA, 74.5% A/AB (n=47 letter grades). Includes jointly taught sections."}]},{"instructor_uid":"instructor_9f6a0eeaa52af516b424de75","message":"No course-specific reviews available","name":"Yuheng Lai","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]}],"difficulty_workload":[{"citations":[{"instructor_name":"Yazhen Wang","review_date":"2019-10-23 19:45:14 +0000 UTC","review_id":"8fad0bc67d25f2fe5156dd5a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzEyNTIx","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"},{"instructor_name":"Yazhen Wang","review_date":"2019-11-10 17:20:43 +0000 UTC","review_id":"30a20ab8d74829e774496970","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzg4NzUy","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"}],"text":"Historical reviews of Yazhen Wang: Reviewers found homeworks difficult and exams tricky, noting that the lack of a textbook and study aids made preparation challenging."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Yazhen Wang","review_date":"2019-10-23 19:45:14 +0000 UTC","review_id":"8fad0bc67d25f2fe5156dd5a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzEyNTIx","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"},{"instructor_name":"Yazhen Wang","review_date":"2019-11-10 17:20:43 +0000 UTC","review_id":"30a20ab8d74829e774496970","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzg4NzUy","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"}],"text":"Historical reviews for Yazhen Wang describe him as disorganized and difficult to follow, with no textbook or study materials provided. Reviewers found his lectures confusing and his homework extremely difficult, advising students to avoid the course under his instruction."}],"message":null,"offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"instructor_name":"Yazhen Wang","review_date":"2019-10-23 19:45:14 +0000 UTC","review_id":"8fad0bc67d25f2fe5156dd5a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzEyNTIx","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"},{"instructor_name":"Yazhen Wang","review_date":"2019-11-10 17:20:43 +0000 UTC","review_id":"30a20ab8d74829e774496970","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzg4NzUy","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"}],"text":"Historical reviews for Yazhen Wang describe the course as disorganized and difficult, with unclear lectures and a lack of study materials."},{"citations":[{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"}],"text":"Recent recorded grades — Fall 2023: 3.57 GPA, 78.9% A/AB (n=38 letter grades); Fall 2024: 3.73 GPA, 79.2% A/AB (n=24 letter grades); Fall 2025: 3.63 GPA, 74.5% A/AB (n=47 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Yazhen Wang","review_date":"2019-10-23 19:45:14 +0000 UTC","review_id":"8fad0bc67d25f2fe5156dd5a","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzEyNTIx","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"},{"instructor_name":"Yazhen Wang","review_date":"2019-11-10 17:20:43 +0000 UTC","review_id":"30a20ab8d74829e774496970","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:1357778","source_review_id":"UmF0aW5nLTMyMzg4NzUy","source_url":"https://www.ratemyprofessors.com/professor/1357778","type":"review"}],"text":"Historical reviews of Yazhen Wang: Students reported that lectures were impossible to follow and that the required R proficiency exceeded the support provided in class."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"BO YANG is recorded teaching in Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"STAT 461","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","source_record":{"entity_id":"d0dd5a77-042d-3a96-868b-5d716c7b81e9","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"}],"text":"YAZHEN WANG is recorded teaching in Fall 2019, Fall 2020. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"(STAT 333,340, orECON 410) and (MATH/STAT 309,STAT 311,MATH 331,MATH/STAT 431, orMATH 531), graduate/professional standing, or declared in Statistics VISP","id":"n0","kind":"any"},{"children":["n4","n5"],"condition":null,"course":null,"evidence":"(STAT 333,340, orECON 410) and (MATH/STAT 309,STAT 311,MATH 331,MATH/STAT 431, orMATH 531)","id":"n1","kind":"all"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n2","kind":"condition"},{"children":[],"condition":"declared in Statistics VISP","course":null,"evidence":"declared in Statistics VISP","id":"n3","kind":"condition"},{"children":["n6","n7","n8"],"condition":null,"course":null,"evidence":"(STAT 333,340, orECON 410)","id":"n4","kind":"any"},{"children":["n9","n10","n11","n12","n13"],"condition":null,"course":null,"evidence":"(MATH/STAT 309,STAT 311,MATH 331,MATH/STAT 431, orMATH 531)","id":"n5","kind":"any"},{"children":[],"condition":null,"course":{"course_number":333,"minimum_grade":null,"subjects":["STAT"],"timing":"prior"},"evidence":"STAT 333","id":"n6","kind":"course"},{"children":[],"condition":null,"course":{"course_number":340,"minimum_grade":null,"subjects":["STAT"],"timing":"prior"},"evidence":"340","id":"n7","kind":"course"},{"children":[],"condition":null,"course":{"course_number":410,"minimum_grade":null,"subjects":["ECON"],"timing":"prior"},"evidence":"ECON 410","id":"n8","kind":"course"},{"children":[],"condition":null,"course":{"course_number":309,"minimum_grade":null,"subjects":["MATH","STAT"],"timing":"prior"},"evidence":"MATH/STAT 309","id":"n9","kind":"course"},{"children":[],"condition":null,"course":{"course_number":311,"minimum_grade":null,"subjects":["STAT"],"timing":"prior"},"evidence":"STAT 311","id":"n10","kind":"course"},{"children":[],"condition":null,"course":{"course_number":331,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 331","id":"n11","kind":"course"},{"children":[],"condition":null,"course":{"course_number":431,"minimum_grade":null,"subjects":["MATH","STAT"],"timing":"prior"},"evidence":"MATH/STAT 431","id":"n12","kind":"course"},{"children":[],"condition":null,"course":{"course_number":531,"minimum_grade":null,"subjects":["MATH"],"timing":"prior"},"evidence":"MATH 531","id":"n13","kind":"course"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_549402aaa3fc02311c4c262e","source":"enrollment","source_instructor_id":"byang76","identity_basis":"netid","identity_status":"source_identified","name":"Bo Yang","email":"BYANG76@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":56,"quality":1.68,"difficulty":3.7,"quality_count":56,"difficulty_count":56,"profile_id":"rmp:2107418","source_url":"https://www.ratemyprofessors.com/professor/2107418","match_basis":"exact_name","observed_at":"2026-09-07 16:51:41.195101+00:00","courses":{"course_9d705456a9a3f278c1b60cc6":{"review_count":20,"quality":1.65,"difficulty":3.7,"quality_count":20,"difficulty_count":20},"course_e593b86c370a0c671af794df":{"review_count":16,"quality":2.12,"difficulty":3.88,"quality_count":16,"difficulty_count":16},"course_1b76508145789f8fbc49d1fa":{"review_count":8,"quality":1.75,"difficulty":3.62,"quality_count":8,"difficulty_count":8},"course_2364ea4d92955fbad9988956":{"review_count":2,"quality":1,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_24942ca6acb3a153de2907d5":{"review_count":2,"quality":1,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_06abb97e9793bf858754daa3":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.2009699430385776,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/BO_YANG"},{"instructor_uid":"instructor_9f6a0eeaa52af516b424de75","source":"enrollment","source_instructor_id":"ylai58","identity_basis":"netid","identity_status":"source_identified","name":"Yuheng Lai","email":"YUHENG.LAI@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/YUHENG_LAI"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:932:024336","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1272","source_course_id":"024336","source_subject_id":"932","title":"Financial Statistics","credits_min":3,"credits_max":3,"typically_offered":"Fall"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:27475","term_id":"1272","source_section_id":"27475","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":62,"enrolled":36,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:27476","term_id":"1272","source_section_id":"27476","identity_basis":"class_number","section_number":"002","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":10,"enrolled":5,"waitlisted":0,"start_date":"2026-09-02 05:00:00+00:00","end_date":"2026-12-09 06:00:00+00:00"}],"grade_instructors":[{"instructor_uid":"instructor_f9a1cfacff5c60254629ae51","source":"madgrades","source_instructor_id":"4430246","identity_basis":"source_id","identity_status":"source_identified","name":"XINYU SONG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.506,"graded":170,"counts":[83,37,32,9,8,0,1],"sections":4},"instructor_url":"/instructors/XINYU_SONG--instructor_f9a1cfacff5c60254629ae51"},{"instructor_uid":"instructor_40c7f5b22c90e431d9d2a39a","source":"madgrades","source_instructor_id":"5515201","identity_basis":"source_id","identity_status":"source_identified","name":"SHANG WU","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.317,"graded":41,"counts":[15,8,12,4,1,0,1],"sections":1},"instructor_url":"/instructors/SHANG_WU"},{"instructor_uid":"instructor_028f5fb1497f12d2f925d786","source":"madgrades","source_instructor_id":"4695492","identity_basis":"source_id","identity_status":"source_identified","name":"YAZHEN WANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":10,"quality":2.9,"difficulty":3,"quality_count":10,"difficulty_count":10,"profile_id":"rmp:1357778","source_url":"https://www.ratemyprofessors.com/professor/1357778","match_basis":"exact_name","observed_at":"2026-09-07 15:58:01.601642+00:00","courses":{"course_c3af14b05ef6845e7d2ecd4d":{"review_count":2,"quality":1,"difficulty":4.5,"quality_count":2,"difficulty_count":2},"course_3aa77a7c307c944aec9fad7e":{"review_count":1,"quality":5,"difficulty":4,"quality_count":1,"difficulty_count":1},"course_1282dc8dbc1e7c5749f7cc41":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1},"course_2a00c702ff402614a950606e":{"review_count":3,"quality":3.67,"difficulty":2.67,"quality_count":3,"difficulty_count":3},"course_1b76508145789f8fbc49d1fa":{"review_count":2,"quality":2,"difficulty":3,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.4064571890310638,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.148,"graded":908,"counts":[357,96,250,18,119,61,7],"sections":64},"instructor_url":"/instructors/YAZHEN_WANG--instructor_028f5fb1497f12d2f925d786"},{"instructor_uid":"instructor_484485ffacdd76ad4a2aa0e7","source":"madgrades","source_instructor_id":"4641200","identity_basis":"source_id","identity_status":"source_identified","name":"VICTOR LUO","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":2.856,"graded":215,"counts":[48,24,67,20,40,7,9],"sections":4},"instructor_url":"/instructors/VICTOR_LUO--instructor_484485ffacdd76ad4a2aa0e7"},{"instructor_uid":"instructor_3063cec3983a2b157977d681","source":"madgrades","source_instructor_id":"6452597","identity_basis":"source_id","identity_status":"source_identified","name":"MICHAEL HARDING","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.422,"graded":198,"counts":[94,32,41,17,11,2,1],"sections":7},"instructor_url":"/instructors/MICHAEL_HARDING--instructor_3063cec3983a2b157977d681"},{"instructor_uid":"instructor_a10182c6e5241212aadf03e5","source":"madgrades","source_instructor_id":"5632570","identity_basis":"source_id","identity_status":"source_identified","name":"BO YANG","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":56,"quality":1.68,"difficulty":3.7,"quality_count":56,"difficulty_count":56,"profile_id":"rmp:2107418","source_url":"https://www.ratemyprofessors.com/professor/2107418","match_basis":"exact_name","observed_at":"2026-09-07 16:51:41.195101+00:00","courses":{"course_9d705456a9a3f278c1b60cc6":{"review_count":20,"quality":1.65,"difficulty":3.7,"quality_count":20,"difficulty_count":20},"course_e593b86c370a0c671af794df":{"review_count":16,"quality":2.12,"difficulty":3.88,"quality_count":16,"difficulty_count":16},"course_1b76508145789f8fbc49d1fa":{"review_count":8,"quality":1.75,"difficulty":3.62,"quality_count":8,"difficulty_count":8},"course_2364ea4d92955fbad9988956":{"review_count":2,"quality":1,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_24942ca6acb3a153de2907d5":{"review_count":2,"quality":1,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_06abb97e9793bf858754daa3":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.2009699430385776,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.562,"graded":3724,"counts":[2315,424,535,205,186,31,28],"sections":141},"instructor_url":"/instructors/BO_YANG--instructor_a10182c6e5241212aadf03e5"},{"instructor_uid":"instructor_a59c61b3722745796d3a19b6","source":"madgrades","source_instructor_id":"6450284","identity_basis":"source_id","identity_status":"source_identified","name":"ALEJANDRO CALLE-SALDARRIAGA","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.406,"graded":219,"counts":[109,25,46,19,18,1,1],"sections":7},"instructor_url":"/instructors/ALEJANDRO_CALLE-SALDARRIAGA--instructor_a59c61b3722745796d3a19b6"},{"instructor_uid":"instructor_549402aaa3fc02311c4c262e","source":"enrollment","source_instructor_id":"byang76","identity_basis":"netid","identity_status":"source_identified","name":"Bo Yang","email":"BYANG76@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","ratings":{"review_count":56,"quality":1.68,"difficulty":3.7,"quality_count":56,"difficulty_count":56,"profile_id":"rmp:2107418","source_url":"https://www.ratemyprofessors.com/professor/2107418","match_basis":"exact_name","observed_at":"2026-09-07 16:51:41.195101+00:00","courses":{"course_9d705456a9a3f278c1b60cc6":{"review_count":20,"quality":1.65,"difficulty":3.7,"quality_count":20,"difficulty_count":20},"course_e593b86c370a0c671af794df":{"review_count":16,"quality":2.12,"difficulty":3.88,"quality_count":16,"difficulty_count":16},"course_1b76508145789f8fbc49d1fa":{"review_count":8,"quality":1.75,"difficulty":3.62,"quality_count":8,"difficulty_count":8},"course_2364ea4d92955fbad9988956":{"review_count":2,"quality":1,"difficulty":3.5,"quality_count":2,"difficulty_count":2},"course_24942ca6acb3a153de2907d5":{"review_count":2,"quality":1,"difficulty":3,"quality_count":2,"difficulty_count":2},"course_06abb97e9793bf858754daa3":{"review_count":1,"quality":2,"difficulty":2,"quality_count":1,"difficulty_count":1}},"bayesian_quality":2.2009699430385776,"prior_mean":3.6596857835465957,"prior_weight":20},"instructor_url":"/instructors/BO_YANG"},{"instructor_uid":"instructor_9f6a0eeaa52af516b424de75","source":"enrollment","source_instructor_id":"ylai58","identity_basis":"netid","identity_status":"source_identified","name":"Yuheng Lai","email":"YUHENG.LAI@WISC.EDU","first_observed_at":"2026-09-07 15:55:43.033547+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","instructor_url":"/instructors/YUHENG_LAI"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1162","term_name":"Fall 2015","instructors":["XINYU SONG"],"a":14,"ab":10,"b":4,"bc":4,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":32,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1172","term_name":"Fall 2016","instructors":["XINYU SONG"],"a":18,"ab":12,"b":6,"bc":0,"c":2,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":38,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1182","term_name":"Fall 2017","instructors":["SHANG WU","XINYU SONG"],"a":15,"ab":8,"b":12,"bc":4,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":41,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1202","term_name":"Fall 2019","instructors":["VICTOR LUO","Yazhen Wang"],"a":14,"ab":3,"b":17,"bc":2,"c":7,"d":0,"f":3,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":46,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1212","term_name":"Fall 2020","instructors":["VICTOR LUO","Yazhen Wang"],"a":4,"ab":3,"b":11,"bc":2,"c":7,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":27,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1242","term_name":"Fall 2023","instructors":["Bo Yang","Michael Harding"],"a":25,"ab":5,"b":2,"bc":4,"c":1,"d":0,"f":1,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":38,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1252","term_name":"Fall 2024","instructors":["Bo Yang","Michael Harding"],"a":17,"ab":2,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":24,"source_aliases":["STAT 461"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"STAT 461","course_uid":"course_c3af14b05ef6845e7d2ecd4d","term_id":"1262","term_name":"Fall 2025","instructors":["ALEJANDRO CALLE-SALDARRIAGA","Bo Yang"],"a":28,"ab":7,"b":8,"bc":4,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":47,"source_aliases":["STAT 461"]}],"statistics":{"gpa":3.398,"graded":293,"counts":[135,50,64,21,18,0,5]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_c3af14b05ef6845e7d2ecd4d-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_c3af14b05ef6845e7d2ecd4d-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c3af14b05ef6845e7d2ecd4d-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_c3af14b05ef6845e7d2ecd4d-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_c3af14b05ef6845e7d2ecd4d-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.3976109215017063,"count":293,"university":{"size":3391,"gpaPercentile":18,"countPercentile":72,"medianCount":129,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":5,"current":false},{"range":"2.8–3.2","count":252,"current":false},{"range":"3.2–3.6","count":933,"current":true},{"range":"3.6–4.0","count":2201,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":58,"gpaPercentile":26,"countPercentile":56,"medianCount":232,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":10,"current":false},{"range":"3.2–3.6","count":24,"current":true},{"range":"3.6–4.0","count":24,"current":false}]}}]},"terms":{"1162":{"term":"1162","gpa":3.53125,"count":32,"university":{"size":954,"gpaPercentile":57,"countPercentile":5,"medianCount":64.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":23,"current":false},{"range":"2.8–3.2","count":234,"current":false},{"range":"3.2–3.6","count":350,"current":true},{"range":"3.6–4.0","count":345,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":24,"gpaPercentile":70,"countPercentile":4,"medianCount":50.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":5,"current":false},{"range":"3.2–3.6","count":14,"current":true},{"range":"3.6–4.0","count":5,"current":false}]}}]},"1172":{"term":"1172","gpa":3.5789473684210527,"count":38,"university":{"size":991,"gpaPercentile":59,"countPercentile":17,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":22,"current":false},{"range":"2.8–3.2","count":226,"current":false},{"range":"3.2–3.6","count":353,"current":true},{"range":"3.6–4.0","count":390,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":25,"gpaPercentile":83,"countPercentile":13,"medianCount":56,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":8,"current":false},{"range":"3.2–3.6","count":13,"current":true},{"range":"3.6–4.0","count":3,"current":false}]}}]},"1182":{"term":"1182","gpa":3.317073170731707,"count":41,"university":{"size":1025,"gpaPercentile":33,"countPercentile":19,"medianCount":69,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":21,"current":false},{"range":"2.8–3.2","count":216,"current":false},{"range":"3.2–3.6","count":369,"current":true},{"range":"3.6–4.0","count":418,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":24,"gpaPercentile":43,"countPercentile":4,"medianCount":65.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":7,"current":false},{"range":"3.2–3.6","count":10,"current":true},{"range":"3.6–4.0","count":7,"current":false}]}}]},"1202":{"term":"1202","gpa":2.967391304347826,"count":46,"university":{"size":1102,"gpaPercentile":6,"countPercentile":30,"medianCount":68,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":14,"current":false},{"range":"2.8–3.2","count":218,"current":true},{"range":"3.2–3.6","count":371,"current":false},{"range":"3.6–4.0","count":498,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":30,"gpaPercentile":10,"countPercentile":10,"medianCount":80.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":10,"current":true},{"range":"3.2–3.6","count":11,"current":false},{"range":"3.6–4.0","count":9,"current":false}]}}]},"1212":{"term":"1212","gpa":2.9074074074074074,"count":27,"university":null,"departments":[{"subject":"STAT","comparison":null}]},"1242":{"term":"1242","gpa":3.5657894736842106,"count":38,"university":{"size":1295,"gpaPercentile":40,"countPercentile":19,"medianCount":67,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":2,"current":false},{"range":"2.4–2.8","count":11,"current":false},{"range":"2.8–3.2","count":162,"current":false},{"range":"3.2–3.6","count":394,"current":true},{"range":"3.6–4.0","count":726,"current":false}]},"departments":[{"subject":"STAT","comparison":{"size":34,"gpaPercentile":61,"countPercentile":18,"medianCount":55,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":7,"current":false},{"range":"3.2–3.6","count":13,"current":true},{"range":"3.6–4.0","count":13,"current":false}]}}]},"1252":{"term":"1252","gpa":3.7291666666666665,"count":24,"university":null,"departments":[{"subject":"STAT","comparison":null}]},"1262":{"term":"1262","gpa":3.627659574468085,"count":47,"university":{"size":1320,"gpaPercentile":42,"countPercentile":29,"medianCount":70,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":1,"current":false},{"range":"2.4–2.8","count":8,"current":false},{"range":"2.8–3.2","count":133,"current":false},{"range":"3.2–3.6","count":381,"current":false},{"range":"3.6–4.0","count":797,"current":true}]},"departments":[{"subject":"STAT","comparison":{"size":29,"gpaPercentile":79,"countPercentile":14,"medianCount":81,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":9,"current":false},{"range":"3.2–3.6","count":12,"current":false},{"range":"3.6–4.0","count":8,"current":true}]}}]}},"benchmarks":{"all":{"school":{"size":3391,"gpa":3.6668911661476264,"topShare":82.32862955285547,"count":129},"STAT":{"size":58,"gpa":3.545442229299735,"topShare":75.65886177957869,"count":232}},"terms":{"1162":{"school":{"size":954,"gpa":3.43726781345039,"topShare":68.05645304987395,"count":64.5},"STAT":{"size":24,"gpa":3.394300783591793,"topShare":65.51183483352922,"count":50.5}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"STAT":{"size":25,"gpa":3.3324928117291264,"topShare":61.945618937548005,"count":56}},"1182":{"school":{"size":1025,"gpa":3.474159360325319,"topShare":70.34861441764347,"count":69},"STAT":{"size":24,"gpa":3.4023821420534044,"topShare":65.90044412864664,"count":65.5}},"1202":{"school":{"size":1102,"gpa":3.5102605987403313,"topShare":72.78244569053733,"count":68},"STAT":{"size":30,"gpa":3.4022744829589433,"topShare":67.29048111947832,"count":80.5}},"1212":{"school":{"size":1111,"gpa":3.5856416028074487,"topShare":77.58926748660845,"count":68},"STAT":{"size":25,"gpa":3.4555542540486095,"topShare":69.54152339778892,"count":100}},"1242":{"school":{"size":1295,"gpa":3.595302892737449,"topShare":78.36291889885307,"count":67},"STAT":{"size":34,"gpa":3.4558758327213903,"topShare":69.10154863162224,"count":55}},"1252":{"school":{"size":1333,"gpa":3.619494049739118,"topShare":79.71442190500672,"count":69},"STAT":{"size":32,"gpa":3.423918594183889,"topShare":68.17668754351217,"count":70.5}},"1262":{"school":{"size":1320,"gpa":3.628825763035853,"topShare":80.21118846327654,"count":70},"STAT":{"size":29,"gpa":3.415022952129974,"topShare":64.95385808199006,"count":81}}}}},"instructorTrends":[{"uid":"instructor_f9a1cfacff5c60254629ae51","name":"XINYU SONG","count":111,"terms":[{"term":"1162","count":32,"sections":1,"gpa":3.53125},{"term":"1172","count":38,"sections":1,"gpa":3.5789473684210527},{"term":"1182","count":41,"sections":1,"gpa":3.317073170731707}]},{"uid":"instructor_a10182c6e5241212aadf03e5","name":"BO YANG","count":109,"terms":[{"term":"1242","count":38,"sections":2,"gpa":3.5657894736842106},{"term":"1252","count":24,"sections":2,"gpa":3.7291666666666665},{"term":"1262","count":47,"sections":2,"gpa":3.627659574468085}]},{"uid":"instructor_028f5fb1497f12d2f925d786","name":"YAZHEN WANG","count":73,"terms":[{"term":"1202","count":46,"sections":1,"gpa":2.967391304347826},{"term":"1212","count":27,"sections":2,"gpa":2.9074074074074074}]},{"uid":"instructor_484485ffacdd76ad4a2aa0e7","name":"VICTOR LUO","count":73,"terms":[{"term":"1202","count":46,"sections":1,"gpa":2.967391304347826},{"term":"1212","count":27,"sections":2,"gpa":2.9074074074074074}]},{"uid":"instructor_3063cec3983a2b157977d681","name":"MICHAEL HARDING","count":62,"terms":[{"term":"1242","count":38,"sections":2,"gpa":3.5657894736842106},{"term":"1252","count":24,"sections":2,"gpa":3.7291666666666665}]},{"uid":"instructor_a59c61b3722745796d3a19b6","name":"ALEJANDRO CALLE-SALDARRIAGA","count":47,"terms":[{"term":"1262","count":47,"sections":2,"gpa":3.627659574468085}]},{"uid":"instructor_40c7f5b22c90e431d9d2a39a","name":"SHANG WU","count":41,"terms":[{"term":"1182","count":41,"sections":1,"gpa":3.317073170731707}]}],"following":[],"projection":null}}