# STAT 601: Statistical Methods I | UW–Madison [View on UW Courses](https://uwcourses.com/courses/STAT_601) ## 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 | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id 0f090517194caa086b801de2bf906b974525c1dfc0b24abcdff4c5a4b3e7cb5d ### course id STAT 601 ### course uid course\_0cdbe47e9cba33b1c1a28e66 ### catalog version id 440330eaecc0e4d6287a8b46efd86d89031583a0d75e5eaeba4b37aedada14df ### course number 601 ### subjects * STAT ### title STATISTICAL METHODS I ### description Provides a thorough grounding in modern statistical methods. The specific learning outcomes for the course are to understand data collection in context (how/why data were collected, key questions under study); explore data by effective graphical and numerical summaries; understand probability concepts and models as tools for studying random phenomena and for statistical inference; analyze data using appropriate, modern statistical models, methods, and software; understand the statistical concepts underlying methods; develop the ability to interpret results and critically evaluate the methods used; communicate data analysis and key findings in context. ### requirements text Graduate/professional standing or declared in Statistics VISP ### credits min 4 ### credits max 4 ### credit offering ids * 1272:932:024335 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 4629e97108aa1fe649ac19948fabce18c48f01f6f5620a45bf4b0fe0c4f974b3 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary STAT 601 provides a thorough grounding in modern statistical methods, covering data collection, exploration, probability, and analysis. ### llm topics * Data collection in context * Graphical and numerical summaries * Probability concepts and models * Statistical models and methods * Statistical concepts underlying methods ### llm skills * Understand data collection in context * Explore data using graphical and numerical summaries * Understand probability concepts and models * Analyze data using statistical models and software * Interpret results and critically evaluate methods * Communicate data analysis and findings ### llm assumed background * Graduate/professional standing or declared in Statistics VISP ### llm search phrases * STAT 601 statistical methods * STAT 601 data analysis * STAT 601 probability models * STAT 601 statistical inference * STAT 601 data collection * STAT 601 graphical summaries ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash d8e13aee1702c3616aefc683d45a02ec0f048b57b832e083768f1d62c0ad3186 #### course id STAT 601 #### current instructors ```json [ { "instructor_uid": "instructor_57e3055a3befc3631e23de96", "message": "No course-specific reviews available", "name": "Wei-Yin Loh", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:371080", "summary": [ { "citations": [ { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.61 GPA, 81.2% A/AB (n=32 letter grades); Fall 2024: 3.60 GPA, 80.0% A/AB (n=30 letter grades); Fall 2025: 3.54 GPA, 72.0% A/AB (n=25 letter grades)." } ] } ] ``` #### difficulty workload 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. ```json { "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" } ] } ``` #### errors None recorded. #### historical context Historical reviews of Vivak Patel: Vivak Patel receives polarized reviews for STAT 601. Some students praise his passion and concept teaching, while others criticize his communication, accessibility, and grading. Workload is frequently described as heavy, with mixed opinions on lecture clarity and support. ```json { "citations": [ { "instructor_name": "Vivak Patel", "review_date": "2021-05-11 05:04:39 +0000 UTC", "review_id": "b61683dea1b4db5e99fa6012", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM0NzYxMTY3", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2021-06-04 23:17:48 +0000 UTC", "review_id": "2d17dfe304f38fd22cec652c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM0ODkxNDA1", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "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": "2022-09-09 01:30:55 +0000 UTC", "review_id": "1c70fbe04c3dde91cae493db", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM2NjM0MzU4", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2022-10-27 19:08:46 +0000 UTC", "review_id": "a7f8038ade9bfb4d88820773", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM2NzQ1ODEz", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2023-09-22 21:25:05 +0000 UTC", "review_id": "8e9b684c9e4c2042d15d430d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM4MjMwNzMx", "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" } ] } ``` #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Historical reviews for Vivak Patel are polarized, ranging from praise for his passion and concept teaching to complaints about poor communication, pedantry, and unhelpful office hours. ```json { "citations": [ { "instructor_name": "Vivak Patel", "review_date": "2021-05-11 05:04:39 +0000 UTC", "review_id": "b61683dea1b4db5e99fa6012", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM0NzYxMTY3", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2021-06-04 23:17:48 +0000 UTC", "review_id": "2d17dfe304f38fd22cec652c", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM0ODkxNDA1", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "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": "2022-09-09 01:30:55 +0000 UTC", "review_id": "1c70fbe04c3dde91cae493db", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM2NjM0MzU4", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2022-10-27 19:08:46 +0000 UTC", "review_id": "a7f8038ade9bfb4d88820773", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM2NzQ1ODEz", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "type": "review" }, { "instructor_name": "Vivak Patel", "review_date": "2023-09-22 21:25:05 +0000 UTC", "review_id": "8e9b684c9e4c2042d15d430d", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM4MjMwNzMx", "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" } ] } ``` Recent recorded grades — Spring 2024: 3.88 GPA, 87.5% A/AB (n=8 letter grades); Fall 2024: 3.55 GPA, 78.4% A/AB (n=37 letter grades); Fall 2025: 3.54 GPA, 72.0% A/AB (n=25 letter grades). ```json { "citations": [ { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience Historical reviews of Vivak Patel: Students report that TAs often explain concepts better than the instructor, and lecture examples sometimes fail to connect to harder material, requiring self-study. ```json { "citations": [ { "instructor_name": "Vivak Patel", "review_date": "2021-05-11 05:04:39 +0000 UTC", "review_id": "b61683dea1b4db5e99fa6012", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2630806", "source_review_id": "UmF0aW5nLTM0NzYxMTY3", "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" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history VIVAK PATEL is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ] } ``` WEI-YIN LOH is recorded teaching in Fall 2016, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "STAT 601", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "source_record": { "entity_id": "f3b46cd7-1c6b-37e7-85f2-8a7c48882cdd", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing or declared in Statistics VISP", "course": null, "evidence": "Graduate/professional standing or declared in Statistics VISP", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_57e3055a3befc3631e23de96", "source": "enrollment", "source_instructor_id": "wloh", "identity_basis": "netid", "identity_status": "source_identified", "name": "Wei-Yin Loh", "email": "LOH@STAT.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": 24, "quality": 3.62, "difficulty": 3.71, "quality_count": 24, "difficulty_count": 24, "profile_id": "rmp:371080", "source_url": "https://www.ratemyprofessors.com/professor/371080", "match_basis": "exact_name", "observed_at": "2026-09-07 15:59:34.335211+00:00", "courses": { "course_3c746e3add116a6aa2b49441": { "review_count": 4, "quality": 4.25, "difficulty": 4, "quality_count": 4, "difficulty_count": 4 }, "course_bbb14bdd283ccb9368b888c2": { "review_count": 3, "quality": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_d2bc347ed5e5c07178b1f567": { "review_count": 2, "quality": 2, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_2c47f118c8b20b84e9ca9d5d": { "review_count": 1, "quality": 3, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1ea543c8a9e3b7f76f3a2d83": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_096be5272e913d9005e3298b": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.63803899252118, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/WEI-YIN_LOH" }, { "instructor_uid": "instructor_acf8ea3a47c16b77ced1f232", "source": "enrollment", "source_instructor_id": "zzhao357", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zhihao Zhao", "email": "ZZHAO357@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/ZHIHAO_ZHAO" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:932:024335", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1272", "source_course_id": "024335", "source_subject_id": "932", "title": "Statistical Methods I", "credits_min": 4, "credits_max": 4, "typically_offered": "Fall" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:17584", "term_id": "1272", "source_section_id": "17584", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 11, "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:1272:27195", "term_id": "1272", "source_section_id": "27195", "identity_basis": "class_number", "section_number": "312", "section_type": "DIS", "instruction_mode": "Classroom Instruction", "capacity": 20, "enrolled": 11, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_65cbac2c9da9e3d3236992ef", "source": "madgrades", "source_instructor_id": "4108525", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ZHENGJUN ZHANG", "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": 3.47, "graded": 1374, "counts": [ 541, 447, 245, 81, 44, 14, 2 ], "sections": 96 }, "instructor_url": "/instructors/ZHENGJUN_ZHANG--instructor_65cbac2c9da9e3d3236992ef" }, { "instructor_uid": 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"difficulty_count": 2 }, "course_2c47f118c8b20b84e9ca9d5d": { "review_count": 1, "quality": 3, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1ea543c8a9e3b7f76f3a2d83": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_096be5272e913d9005e3298b": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.63803899252118, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.512, "graded": 1421, "counts": [ 632, 434, 239, 45, 52, 10, 9 ], "sections": 82 }, "instructor_url": "/instructors/WEI-YIN_LOH--instructor_20bff09bd8c7abcebab15a2f" }, { "instructor_uid": "instructor_37a7f7533ff672c5e16425d1", "source": "madgrades", "source_instructor_id": "4728474", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MIAOYAN 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", "grade_statistics": { "gpa": 3.627, "graded": 272, "counts": [ 118, 111, 42, 0, 0, 0, 1 ], "sections": 22 }, "instructor_url": "/instructors/MIAOYAN_WANG--instructor_37a7f7533ff672c5e16425d1" }, { "instructor_uid": "instructor_b2acd3224dabe1427205a51f", "source": "madgrades", "source_instructor_id": "4369041", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VIVAK PATEL", "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": 28, "quality": 1.86, "difficulty": 4.39, "quality_count": 28, "difficulty_count": 28, "profile_id": "rmp:2630806", "source_url": "https://www.ratemyprofessors.com/professor/2630806", "match_basis": "exact_name", "observed_at": "2026-09-07 15:59:56.176630+00:00", "courses": { "course_31fb5b7b6bf20ca63e33bd46": { "review_count": 17, "quality": 1.41, 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"/instructors/XIAO_LUO--instructor_1e07909c6928306d75ad0572" }, { "instructor_uid": "instructor_57e3055a3befc3631e23de96", "source": "enrollment", "source_instructor_id": "wloh", "identity_basis": "netid", "identity_status": "source_identified", "name": "Wei-Yin Loh", "email": "LOH@STAT.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": 24, "quality": 3.62, "difficulty": 3.71, "quality_count": 24, "difficulty_count": 24, "profile_id": "rmp:371080", "source_url": "https://www.ratemyprofessors.com/professor/371080", "match_basis": "exact_name", "observed_at": "2026-09-07 15:59:34.335211+00:00", "courses": { "course_3c746e3add116a6aa2b49441": { "review_count": 4, "quality": 4.25, "difficulty": 4, "quality_count": 4, "difficulty_count": 4 }, "course_bbb14bdd283ccb9368b888c2": { "review_count": 3, "quality": 2, "difficulty": 3.67, "quality_count": 3, "difficulty_count": 3 }, "course_d2bc347ed5e5c07178b1f567": { "review_count": 2, "quality": 2, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_2c47f118c8b20b84e9ca9d5d": { "review_count": 1, "quality": 3, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_1ea543c8a9e3b7f76f3a2d83": { "review_count": 1, "quality": 4, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_096be5272e913d9005e3298b": { "review_count": 2, "quality": 4.5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.63803899252118, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/WEI-YIN_LOH" }, { "instructor_uid": "instructor_acf8ea3a47c16b77ced1f232", "source": "enrollment", "source_instructor_id": "zzhao357", "identity_basis": "netid", "identity_status": "source_identified", "name": "Zhihao Zhao", "email": "ZZHAO357@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/ZHIHAO_ZHAO" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "Zheng Zhang" ], "a": 18, "ab": 25, "b": 1, "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": 45, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Wei-Yin Loh" ], "a": 16, "ab": 20, "b": 10, "bc": 2, "c": 1, "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": 49, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Zheng Zhang" ], "a": 14, "ab": 17, "b": 11, "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": 42, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Miaoyan Wang", "Zheng Zhang" ], "a": 33, "ab": 31, "b": 18, "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": 82, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "MOHAMED ELKHOULY", "Vivak Patel" ], "a": 52, "ab": 13, "b": 6, "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": 71, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Miaoyan Wang", "Vivak Patel" ], "a": 6, "ab": 31, "b": 3, "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": 41, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Miranda Rintoul", "Vivak Patel" ], "a": 37, "ab": 21, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 62, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Miaoyan Wang" ], "a": 10, "ab": 7, "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": 17, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Vivak Patel" ], "a": 13, "ab": 47, "b": 0, "bc": 0, "c": 0, "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": 61, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Miranda Rintoul" ], "a": 8, "ab": 3, "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": 11, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Vivak Patel", "Wei-Yin Loh" ], "a": 14, "ab": 13, "b": 18, "bc": 4, "c": 0, "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": 50, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Miaoyan Wang" ], "a": 7, "ab": 0, "b": 1, "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": 8, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Vivak Patel", "Wei-Yin Loh" ], "a": 13, "ab": 16, "b": 7, "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": 37, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Yongyi Guo" ], "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": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Wei-Yin Loh" ], "a": 9, "ab": 9, "b": 7, "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": 25, "source_aliases": [ "STAT 601" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "STAT 601", "course_uid": "course_0cdbe47e9cba33b1c1a28e66", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Xiao Luo" ], "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": [ "STAT 601" ] } ] ``` ### statistics #### gpa 3.597 #### graded 601 #### counts * 250 * 253 * 84 * 9 * 1 * 0 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0cdbe47e9cba33b1c1a28e66-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0cdbe47e9cba33b1c1a28e66-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0cdbe47e9cba33b1c1a28e66-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0cdbe47e9cba33b1c1a28e66-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_0cdbe47e9cba33b1c1a28e66-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0cdbe47e9cba33b1c1a28e66-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_0cdbe47e9cba33b1c1a28e66-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_0cdbe47e9cba33b1c1a28e66-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0cdbe47e9cba33b1c1a28e66-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0cdbe47e9cba33b1c1a28e66-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_b2acd3224dabe1427205a51f", "name": "VIVAK PATEL", "count": 162, "terms": [ { "term": "1202", "count": 23, "sections": 1, "gpa": 3.847826086956522 }, { "term": "1212", "count": 20, "sections": 1, "gpa": 3.55 }, { "term": "1222", "count": 33, "sections": 1, "gpa": 3.5 }, { "term": "1232", "count": 61, "sections": 2, "gpa": 3.5491803278688523 }, { "term": "1242", "count": 18, "sections": 1, "gpa": 2.7777777777777777 }, { "term": "1252", "count": 7, "sections": 1, "gpa": 3.357142857142857 } ] }, { "uid": "instructor_20bff09bd8c7abcebab15a2f", "name": "WEI-YIN LOH", "count": 136, "terms": [ { "term": "1172", "count": 49, "sections": 1, "gpa": 3.489795918367347 }, { "term": "1242", "count": 32, "sections": 1, "gpa": 3.609375 }, { "term": "1252", "count": 30, "sections": 1, "gpa": 3.6 }, { "term": "1262", "count": 25, "sections": 1, "gpa": 3.54 } ] }, { "uid": "instructor_65cbac2c9da9e3d3236992ef", "name": "ZHENGJUN ZHANG", "count": 133, "terms": [ { "term": "1162", "count": 45, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1182", "count": 42, "sections": 1, "gpa": 3.5357142857142856 }, { "term": "1192", "count": 46, "sections": 1, "gpa": 3.489130434782609 } ] }, { "uid": "instructor_37a7f7533ff672c5e16425d1", "name": "MIAOYAN WANG", "count": 82, "terms": [ { "term": "1192", "count": 36, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1212", "count": 21, "sections": 1, "gpa": 3.4761904761904763 }, { "term": "1224", "count": 17, "sections": 1, "gpa": 3.7941176470588234 }, { "term": "1244", "count": 8, "sections": 1, "gpa": 3.875 } ] }, { "uid": "instructor_cde4e8c99f184b699236bc13", "name": "MOHAMED ELKHOULY", "count": 48, "terms": [ { "term": "1202", "count": 48, "sections": 1, "gpa": 3.8125 } ] }, { "uid": "instructor_adaa4a02e24050ee4c903cba", "name": "MIRANDA RINTOUL", "count": 40, "terms": [ { "term": "1222", "count": 29, "sections": 1, "gpa": 3.8620689655172415 }, { "term": "1234", "count": 11, "sections": 1, "gpa": 3.8636363636363638 } ] } ] ``` ## following | code | title | | -------- | ------------------------------------ | | STAT 441 | ADVANCED SPORTS ANALYTICS | | STAT 602 | STATISTICAL METHODS II | | STAT 780 | INTRODUCTION TO QUANTUM DATA SCIENCE | | STAT 801 | ADVANCED FINANCIAL STATISTICS | ## projection ### target 1272 ### interval #### lower 3.19 #### upper 3.82 #### coverage 80 #### terms 6 ### gpa 3.506856077679361 ### grades | grade | percentage | | ----- | ------------------ | | A | 34.46115112029391 | | AB | 44.273934328235185 | | B | 16.724434899100515 | | BC | 3.0835713762543024 | | C | 0 | | D | 0 | | F | 1.4569082761160768 | ### source Terms * 1252 * 1242 * 1232 * 1222 ### source Count 210 ### same Season true ### historical Range * 3.3100000000000005 * 3.669354838709677 ### backtest #### terms 6 #### gpa Error 0.1453663146859463 #### mix Error 30.345409963747972