{"schema_version":1,"url":"https://uwcourses.com/courses/EDPOL_602","title":"EDPOL 602: Statistics for Research and Evaluation | 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":"b29f8013fb8123e0aad469a630db7069ea1a5c31128f5f378014db16830b5504","course_id":"EDPOL 602","course_uid":"course_a7145a59ac0008c0d2d97f69","catalog_version_id":"9335ccbeb6b046adde08ae0cc62e0a855b4b1778f70d6aea2f87f6ff193a75e5","course_number":602,"subjects":["EDPOL"],"title":"STATISTICS FOR RESEARCH AND EVALUATION","description":"An introduction to statistical analysis for research and evaluation. Draw on current events and policy debates when possible. Describe data and distributions; internal/external validity; sampling, inference, and evaluation designs (RCT, regression, DiD). Expect to use real data and computer software to complete assignments.","requirements_text":"Graduate/professional standing","credits_min":3,"credits_max":3,"credit_offering_ids":["1272:310:026461"],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"5e52cdad99d74dd62e48d7332ba0925350efb180fe5e901677fce09370c9fd86","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"EDPOL 602 introduces statistical analysis for research and evaluation, covering validity, sampling, inference, and designs like RCT and DiD using real data.","llm_topics":["Data and distributions","Internal and external validity","Sampling and inference","Evaluation designs (RCT, regression, DiD)"],"llm_skills":["Describing data and distributions","Assessing internal and external validity","Applying sampling, inference, and evaluation designs","Using real data and computer software"],"llm_assumed_background":[],"llm_search_phrases":["statistical analysis research evaluation","EDPOL 602 statistics policy","evaluation designs RCT DiD","graduate statistics introduction"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"38b49c52a3ade7474220286ad8fb378a7e8f2b9f14428e68c9438e28b9f87132","course_id":"EDPOL 602","current_instructors":[{"instructor_uid":"instructor_3466c7192e12ffa3c3e6a666","message":"No course-specific reviews available","name":"Amy Claessens","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_95673a25cdf13472c968f4e9","message":"No course-specific reviews available","name":"Sky Duke","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]},{"instructor_uid":"instructor_078ea7248267606f63bfe282","message":"No course-specific reviews available","name":"Yijun Won","review_status":"no_course_reviews","rmp_instructor_id":null,"summary":[]}],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":true,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"EDPOL 602","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"e5807217-147b-346f-824f-6da842dd003c","source_record":{"entity_id":"e5807217-147b-346f-824f-6da842dd003c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1244","type":"grade"}],"text":"AMY CLAESSENS is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Graduate/professional standing","course":null,"evidence":"Graduate/professional standing","id":"n0","kind":"condition"}],"notes":[],"root":"n0","status":"parsed"},"instructors":[{"instructor_uid":"instructor_3466c7192e12ffa3c3e6a666","source":"enrollment","source_instructor_id":"claessens","identity_basis":"netid","identity_status":"source_identified","name":"Amy Claessens","email":"CLAESSENS@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/AMY_CLAESSENS"},{"instructor_uid":"instructor_95673a25cdf13472c968f4e9","source":"enrollment","source_instructor_id":"srduke","identity_basis":"netid","identity_status":"source_identified","name":"Sky Duke","email":"SRDUKE@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/SKY_DUKE"},{"instructor_uid":"instructor_078ea7248267606f63bfe282","source":"enrollment","source_instructor_id":"ywon5","identity_basis":"netid","identity_status":"source_identified","name":"Yijun Won","email":"YIJUN.WON@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/YIJUN_WON"}],"offerings":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","offering_id":"1272:310:026461","course_id":"EDPOL 602","course_uid":"course_a7145a59ac0008c0d2d97f69","term_id":"1272","source_course_id":"026461","source_subject_id":"310","title":"Statistics for Research and Evaluation","credits_min":3,"credits_max":3,"typically_offered":"Not Applicable"}],"sections":[{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","section_uid":"uw-section:1272:28272","term_id":"1272","source_section_id":"28272","identity_basis":"class_number","section_number":"001","section_type":"LEC","instruction_mode":"Classroom Instruction","capacity":95,"enrolled":0,"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_42e6cbdaa81366449164ca89","source":"madgrades","source_instructor_id":"6183882","identity_basis":"source_id","identity_status":"source_identified","name":"AMY CLAESSENS","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":3.851,"graded":414,"counts":[342,49,14,2,4,0,3],"sections":25},"instructor_url":"/instructors/AMY_CLAESSENS--instructor_42e6cbdaa81366449164ca89"},{"instructor_uid":"instructor_d2eaf498cfb7ce6ea78b7dc2","source":"madgrades","source_instructor_id":"5538252","identity_basis":"source_id","identity_status":"source_identified","name":"JONATHAN MARINO","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":3.888,"graded":103,"counts":[91,7,3,0,1,1,0],"sections":4},"instructor_url":"/instructors/JONATHAN_MARINO--instructor_d2eaf498cfb7ce6ea78b7dc2"},{"instructor_uid":"instructor_5f3ebf8719ae46ec9a2e069c","source":"madgrades","source_instructor_id":"6452651","identity_basis":"source_id","identity_status":"source_identified","name":"CARLA GLAVE BARRANTES","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":3.894,"graded":174,"counts":[148,18,6,1,1,0,0],"sections":5},"instructor_url":"/instructors/CARLA_GLAVE_BARRANTES--instructor_5f3ebf8719ae46ec9a2e069c"},{"instructor_uid":"instructor_b3bc7c93ca50ad7088854964","source":"madgrades","source_instructor_id":"6489261","identity_basis":"source_id","identity_status":"source_identified","name":"TAYLOR ODLE","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":3.94,"graded":149,"counts":[139,6,3,0,0,1,0],"sections":10},"instructor_url":"/instructors/TAYLOR_ODLE--instructor_b3bc7c93ca50ad7088854964"},{"instructor_uid":"instructor_078ea7248267606f63bfe282","source":"enrollment","source_instructor_id":"ywon5","identity_basis":"netid","identity_status":"source_identified","name":"Yijun Won","email":"YIJUN.WON@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/YIJUN_WON"},{"instructor_uid":"instructor_3466c7192e12ffa3c3e6a666","source":"enrollment","source_instructor_id":"claessens","identity_basis":"netid","identity_status":"source_identified","name":"Amy Claessens","email":"CLAESSENS@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/AMY_CLAESSENS"},{"instructor_uid":"instructor_95673a25cdf13472c968f4e9","source":"enrollment","source_instructor_id":"srduke","identity_basis":"netid","identity_status":"source_identified","name":"Sky Duke","email":"SRDUKE@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/SKY_DUKE"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"EDPOL 602","course_uid":"course_a7145a59ac0008c0d2d97f69","term_id":"1244","term_name":"Spring 2024","instructors":["Amy Claessens","Jonathan Marino"],"a":0,"ab":0,"b":0,"bc":0,"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":0,"source_aliases":["EDPOL 602"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"EDPOL 602","course_uid":"course_a7145a59ac0008c0d2d97f69","term_id":"1252","term_name":"Fall 2024","instructors":["Carla Glave Barrantes","Taylor Odle"],"a":0,"ab":0,"b":0,"bc":0,"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":0,"source_aliases":["EDPOL 602"]}],"statistics":{"gpa":null,"graded":0,"counts":[0,0,0,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a7145a59ac0008c0d2d97f69-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a7145a59ac0008c0d2d97f69-0.json"],"meetings":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_a7145a59ac0008c0d2d97f69-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a7145a59ac0008c0d2d97f69-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":null,"instructorTrends":[],"following":[],"projection":null}}