# Explore UW–Madison Courses, Grades & Prerequisites | UW Courses

[View on UW Courses](https://uwcourses.com/search?instructor=instructor_5ade280258f009efa9dd4f71)

## 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
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* 1222
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* 1204
* 1202
* 1194
* 1192
* 1184
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* 1162
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* 1132
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* 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    |

### deployed at

2026-09-10T20:15:32.557874+00:00

## results

### items

```json
[
  {
    "course_uid": "course_ef9c9cd4a7d8002288a4cf7c",
    "course_id": "STAT 333",
    "title": "APPLIED REGRESSION ANALYSIS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.448,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Lower grades",
        "tone": "negative",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.31 GPA across 56 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.",
        "sources": [
          {
            "label": "Grade history and sources",
            "href": "/courses/STAT_333#grades"
          }
        ]
      }
    ],
    "description": "Applied Regression Analysis covers linear regression for prediction and interpretation, including feature selection, assumption checking, and extensions like mixed and generalized linear models using R.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
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          49,
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          2
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        "count": 387,
        "gpa": 3.6136950904392764,
        "topShare": 78.0361757105943,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_ef9c9cd4a7d8002288a4cf7c",
          "uid": "instructor_14607eb27b812bbc66c895e8",
          "name": "Karl Rohe",
          "quality": 2.7601758419350246,
          "quality_count": 58,
          "instructor_url": "/instructors/KARL_ROHE"
        },
        {
          "course_uid": "course_ef9c9cd4a7d8002288a4cf7c",
          "uid": "instructor_5ade280258f009efa9dd4f71",
          "name": "Jingyang Lyu",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/JINGYANG_LYU"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Karl Rohe",
            "review_date": "2013-06-09 17:50:59 +0000 UTC",
            "review_id": "8d552d102b5968381716a742",
            "run_id": "20260907T155543-ce3781c4",
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            "source_review_id": "UmF0aW5nLTIxODc3MzYz",
            "source_url": "https://www.ratemyprofessors.com/professor/1801396",
            "type": "review"
          },
          {
            "instructor_name": "Karl Rohe",
            "review_date": "2018-01-12 10:35:13 +0000 UTC",
            "review_id": "6f97203a2523876ca48a05df",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1801396",
            "source_review_id": "UmF0aW5nLTI5NDQxOTgz",
            "source_url": "https://www.ratemyprofessors.com/professor/1801396",
            "type": "review"
          },
          {
            "instructor_name": "Karl Rohe",
            "review_date": "2024-04-22 22:12:50 +0000 UTC",
            "review_id": "1f2d50173ab7db59c3737b52",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1801396",
            "source_review_id": "UmF0aW5nLTM5MTQzNjcy",
            "source_url": "https://www.ratemyprofessors.com/professor/1801396",
            "type": "review"
          },
          {
            "instructor_name": "Karl Rohe",
            "review_date": "2025-12-29 12:53:56 +0000 UTC",
            "review_id": "b865efb7950a1192b105d63c",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1801396",
            "source_review_id": "UmF0aW5nLTQyNDEyNjQy",
            "source_url": "https://www.ratemyprofessors.com/professor/1801396",
            "type": "review"
          }
        ],
        "text": "Weekly homework is described as long and unrelated to lectures, while the final project is considered very important and strictly graded. Students report dealing with shifting deadlines and vague test questions that rely on the professor's interpretation."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ef9c9cd4a7d8002288a4cf7c-0.json"
      ]
    }
  }
]
```

### total

1

### page

1

### kind

course

### q



### term

1272

### availability

offered

### filters

#### instructor

instructor\_5ade280258f009efa9dd4f71

## discovery Filtered

true
