# RMI 655: Risk Financing Techniques | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/RMI_655)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T23:19:01.870283+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

c17360eabc940cb82c99cb55b4f6276cdd47c0a09309bb0265ef55a055fa1d8a

### course id

RMI 655

### course uid

course\_0dcfdc9ce39fdab619ccf72e

### catalog version id

0327e95ccbac8c67e9fd5938a7dee4f8dadfa1c817493ac0ca0c459648d335f7

### course number

655

### subjects

* RMI

### title

RISK FINANCING TECHNIQUES

### description

Study of advanced risk management tools and markets for financing loss costs. Topics include: insurance, self-insurance, retrospective premium plans, risk retention and purchasing groups, reinsurance, insurance subsidiaries (captives), and other policyholder-owned facilities.

### requirements text

(R M I 300or graduate/professional standing) and (GEN BUS 306,704,ECON 310,STAT/​MATH  309,431, orMATH 331), and (FINANCE/​ECON  300orFINANCE 700), or declared in the Business Exchange program

### credits min

3

### credits max

3

### credit offering ids

* 1272:241:023273

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

d7001d47fa241d6fd1312a391be9ae8229c86ed932379974b5fcf5e505b18763

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

RMI 655 teaches advanced risk management tools and markets for financing loss costs, including insurance, captives, and reinsurance.

### llm topics

* Insurance and self-insurance mechanisms
* Retrospective premium and risk retention groups
* Reinsurance and captive insurance subsidiaries

### llm skills

* Application of advanced risk management tools
* Analysis of risk financing markets and structures

### llm assumed background

* Foundational risk management principles and insurance markets
* Business analytics, database management, and probability
* Statistical inference and economic data analysis
* Probability theory and mathematical statistics

### llm search phrases

* advanced risk management tools
* risk financing techniques
* retrospective premium plans
* risk retention purchasing groups
* reinsurance captives
* policyholder-owned facilities

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

db738cabd9cfe5601e7a9462aa12d398dce85ed063c952b8fecdb245f56fec67

#### course id

RMI 655

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_f40e4e3f7ac30ff7d852666b",
    "message": null,
    "name": "Tyler Leverty",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2315986",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Tyler Leverty",
            "review_date": "2017-12-09 14:40:30 +0000 UTC",
            "review_id": "d97a31781cf43403da1d719d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2315986",
            "source_review_id": "UmF0aW5nLTI5MTA5MTM1",
            "source_url": "https://www.ratemyprofessors.com/professor/2315986",
            "type": "review"
          },
          {
            "instructor_name": "Tyler Leverty",
            "review_date": "2017-12-19 12:20:49 +0000 UTC",
            "review_id": "a34d1b2e6ee8a55bf2efb13c",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2315986",
            "source_review_id": "UmF0aW5nLTI5Mjc0Mjc3",
            "source_url": "https://www.ratemyprofessors.com/professor/2315986",
            "type": "review"
          },
          {
            "instructor_name": "Tyler Leverty",
            "review_date": "2022-10-17 20:40:06 +0000 UTC",
            "review_id": "e0d34b109502ed6ee2126767",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2315986",
            "source_review_id": "UmF0aW5nLTM2NzA4Mjcy",
            "source_url": "https://www.ratemyprofessors.com/professor/2315986",
            "type": "review"
          },
          {
            "instructor_name": "Tyler Leverty",
            "review_date": "2023-05-30 20:27:12 +0000 UTC",
            "review_id": "d1f5e5f6f53f2be96c2611d0",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2315986",
            "source_review_id": "UmF0aW5nLTM4MDA2MTQ3",
            "source_url": "https://www.ratemyprofessors.com/professor/2315986",
            "type": "review"
          },
          {
            "instructor_name": "Tyler Leverty",
            "review_date": "2024-12-23 03:18:53 +0000 UTC",
            "review_id": "53d62f0bab5ee1d24e09c7fc",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2315986",
            "source_review_id": "UmF0aW5nLTQwNDIwMDIy",
            "source_url": "https://www.ratemyprofessors.com/professor/2315986",
            "type": "review"
          }
        ],
        "text": "Tyler Leverty is highly praised for making risk management engaging and meaningful through industry experience. Reviewers note he is reserved but fun, with assignments designed to be helpful rather than difficult. Some find the course tough without prior finance background, particularly due to covariance concepts."
      }
    ]
  }
]
```

#### difficulty workload

The course can be tough without prior Finance 300 knowledge, and covariance is a major focus that students must master.

```json
{
  "citations": [
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2023-05-30 20:27:12 +0000 UTC",
      "review_id": "d1f5e5f6f53f2be96c2611d0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTM4MDA2MTQ3",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Tyler Leverty is highly praised for making Risk Management engaging and meaningful, with assignments designed to be helpful rather than difficult.

```json
{
  "citations": [
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2017-12-09 14:40:30 +0000 UTC",
      "review_id": "d97a31781cf43403da1d719d",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTI5MTA5MTM1",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    },
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2017-12-19 12:20:49 +0000 UTC",
      "review_id": "a34d1b2e6ee8a55bf2efb13c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTI5Mjc0Mjc3",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    },
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2024-12-23 03:18:53 +0000 UTC",
      "review_id": "53d62f0bab5ee1d24e09c7fc",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTQwNDIwMDIy",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2024: 3.49 GPA, 70.6% A/AB (n=34 letter grades); Spring 2025: 3.50 GPA, 75.7% A/AB (n=37 letter grades); Fall 2025: 3.50 GPA, 67.6% A/AB (n=37 letter grades).

```json
{
  "citations": [
    {
      "course_id": "RMI 655",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "1ede4cb2-2872-3b9f-961f-357d11098822",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "RMI 655",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "1ede4cb2-2872-3b9f-961f-357d11098822",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "RMI 655",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "1ede4cb2-2872-3b9f-961f-357d11098822",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students value the excellent learning experience and industry insights, though Leverty is described as reserved despite being fun to chat with.

```json
{
  "citations": [
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2022-10-17 20:40:06 +0000 UTC",
      "review_id": "e0d34b109502ed6ee2126767",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTM2NzA4Mjcy",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    },
    {
      "instructor_name": "Tyler Leverty",
      "review_date": "2023-05-30 20:27:12 +0000 UTC",
      "review_id": "d1f5e5f6f53f2be96c2611d0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2315986",
      "source_review_id": "UmF0aW5nLTM4MDA2MTQ3",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [
      "n1",
      "n15"
    ],
    "condition": null,
    "course": null,
    "evidence": "(R M I 300or graduate/professional standing) and (GEN BUS 306,704,ECON 310,STAT/MATH 309,431, orMATH 331), and (FINANCE/ECON 300orFINANCE 700), or declared in the Business Exchange program",
    "id": "n0",
    "kind": "any"
  },
  {
    "children": [
      "n2",
      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "(R M I 300or graduate/professional standing) and (GEN BUS 306,704,ECON 310,STAT/MATH 309,431, orMATH 331), and (FINANCE/ECON 300orFINANCE 700)",
    "id": "n1",
    "kind": "all"
  },
  {
    "children": [
      "n5",
      "n6"
    ],
    "condition": null,
    "course": null,
    "evidence": "R M I 300or graduate/professional standing",
    "id": "n2",
    "kind": "any"
  },
  {
    "children": [
      "n7",
      "n8",
      "n9",
      "n10",
      "n11",
      "n12"
    ],
    "condition": null,
    "course": null,
    "evidence": "GEN BUS 306,704,ECON 310,STAT/MATH 309,431, orMATH 331",
    "id": "n3",
    "kind": "any"
  },
  {
    "children": [
      "n13",
      "n14"
    ],
    "condition": null,
    "course": null,
    "evidence": "FINANCE/ECON 300orFINANCE 700",
    "id": "n4",
    "kind": "any"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 300,
      "minimum_grade": null,
      "subjects": [
        "RMI"
      ],
      "timing": "prior"
    },
    "evidence": "R M I 300",
    "id": "n5",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n6",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 306,
      "minimum_grade": null,
      "subjects": [
        "GENBUS"
      ],
      "timing": "prior"
    },
    "evidence": "GEN BUS 306",
    "id": "n7",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 704,
      "minimum_grade": null,
      "subjects": [
        "GENBUS"
      ],
      "timing": "prior"
    },
    "evidence": "704",
    "id": "n8",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 310,
      "minimum_grade": null,
      "subjects": [
        "ECON"
      ],
      "timing": "prior"
    },
    "evidence": "ECON 310",
    "id": "n9",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 309,
      "minimum_grade": null,
      "subjects": [
        "MATH",
        "STAT"
      ],
      "timing": "prior"
    },
    "evidence": "STAT/MATH 309",
    "id": "n10",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 431,
      "minimum_grade": null,
      "subjects": [
        "MATH",
        "STAT"
      ],
      "timing": "prior"
    },
    "evidence": "431",
    "id": "n11",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 331,
      "minimum_grade": null,
      "subjects": [
        "MATH"
      ],
      "timing": "prior"
    },
    "evidence": "MATH 331",
    "id": "n12",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 300,
      "minimum_grade": null,
      "subjects": [
        "ECON",
        "FINANCE"
      ],
      "timing": "prior"
    },
    "evidence": "FINANCE/ECON 300",
    "id": "n13",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 700,
      "minimum_grade": null,
      "subjects": [
        "FINANCE"
      ],
      "timing": "prior"
    },
    "evidence": "FINANCE 700",
    "id": "n14",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "declared in the Business Exchange program",
    "course": null,
    "evidence": "declared in the Business Exchange program",
    "id": "n15",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_f40e4e3f7ac30ff7d852666b",
    "source": "enrollment",
    "source_instructor_id": "jleverty",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tyler Leverty",
    "email": "TY.LEVERTY@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": 5,
      "quality": 4.8,
      "difficulty": 3.4,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2315986",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:00:27.530308+00:00",
      "courses": {
        "course_0dcfdc9ce39fdab619ccf72e": {
          "review_count": 5,
          "quality": 4.8,
          "difficulty": 3.4,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TYLER_LEVERTY"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:241:023273",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1272",
    "source_course_id": "023273",
    "source_subject_id": "241",
    "title": "Risk Financing Techniques",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Spring"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:18562",
    "term_id": "1272",
    "source_section_id": "18562",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 55,
    "enrolled": 50,
    "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_8ff25fa035ef84edfe4d9d1a",
    "source": "madgrades",
    "source_instructor_id": "4741644",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "THOMAS MERFELD",
    "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": 3.339,
      "graded": 31,
      "counts": [
        12,
        7,
        7,
        4,
        0,
        0,
        1
      ],
      "sections": 2
    },
    "instructor_url": "/instructors/THOMAS_MERFELD--instructor_8ff25fa035ef84edfe4d9d1a"
  },
  {
    "instructor_uid": "instructor_8e3286c880e2ea11c3d5ba9b",
    "source": "madgrades",
    "source_instructor_id": "3129145",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JAMES LEVERTY",
    "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": 3.393,
      "graded": 920,
      "counts": [
        307,
        286,
        191,
        102,
        32,
        1,
        1
      ],
      "sections": 53
    },
    "instructor_url": "/instructors/JAMES_LEVERTY"
  },
  {
    "instructor_uid": "instructor_f40e4e3f7ac30ff7d852666b",
    "source": "enrollment",
    "source_instructor_id": "jleverty",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Tyler Leverty",
    "email": "TY.LEVERTY@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": 5,
      "quality": 4.8,
      "difficulty": 3.4,
      "quality_count": 5,
      "difficulty_count": 5,
      "profile_id": "rmp:2315986",
      "source_url": "https://www.ratemyprofessors.com/professor/2315986",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:00:27.530308+00:00",
      "courses": {
        "course_0dcfdc9ce39fdab619ccf72e": {
          "review_count": 5,
          "quality": 4.8,
          "difficulty": 3.4,
          "quality_count": 5,
          "difficulty_count": 5
        }
      },
      "bayesian_quality": 3.8877486268372765,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/TYLER_LEVERTY"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "THOMAS MERFELD"
    ],
    "a": 6,
    "ab": 7,
    "b": 7,
    "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": 25,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1162",
    "term_name": "Fall 2015",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 15,
    "ab": 15,
    "b": 10,
    "bc": 10,
    "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": 52,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1174",
    "term_name": "Spring 2017",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 16,
    "ab": 15,
    "b": 15,
    "bc": 8,
    "c": 4,
    "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": 58,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1182",
    "term_name": "Fall 2017",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 15,
    "ab": 12,
    "b": 12,
    "bc": 10,
    "c": 3,
    "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": 52,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 13,
    "ab": 12,
    "b": 10,
    "bc": 11,
    "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": 48,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 17,
    "ab": 15,
    "b": 15,
    "bc": 8,
    "c": 4,
    "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": 59,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 15,
    "ab": 30,
    "b": 11,
    "bc": 3,
    "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": 60,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 23,
    "ab": 20,
    "b": 20,
    "bc": 11,
    "c": 4,
    "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": 78,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 13,
    "ab": 14,
    "b": 13,
    "bc": 11,
    "c": 1,
    "d": 1,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 53,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 14,
    "ab": 16,
    "b": 5,
    "bc": 2,
    "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": 39,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 11,
    "ab": 8,
    "b": 3,
    "bc": 1,
    "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": 25,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 11,
    "ab": 13,
    "b": 9,
    "bc": 0,
    "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": 34,
    "source_aliases": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 11,
    "ab": 17,
    "b": 7,
    "bc": 2,
    "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": [
      "RMI 655"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "RMI 655",
    "course_uid": "course_0dcfdc9ce39fdab619ccf72e",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "JAMES LEVERTY"
    ],
    "a": 15,
    "ab": 10,
    "b": 9,
    "bc": 3,
    "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": [
      "RMI 655"
    ]
  }
]
```

### statistics

#### gpa

3.341

#### graded

657

#### counts

* 195
* 204
* 146
* 84
* 26
* 1
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0dcfdc9ce39fdab619ccf72e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0dcfdc9ce39fdab619ccf72e-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0dcfdc9ce39fdab619ccf72e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0dcfdc9ce39fdab619ccf72e-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_0dcfdc9ce39fdab619ccf72e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0dcfdc9ce39fdab619ccf72e-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_0dcfdc9ce39fdab619ccf72e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_0dcfdc9ce39fdab619ccf72e-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0dcfdc9ce39fdab619ccf72e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0dcfdc9ce39fdab619ccf72e-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.340943683409437

#### count

657

#### university

##### size

4620

##### gpa Percentile

13

##### count Percentile

85

##### median Count

140

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 12    | false   |
| 2.8–3.2 | 292   | false   |
| 3.2–3.6 | 1254  | true    |
| 3.6–4.0 | 3062  | false   |

#### departments

```json
[
  {
    "subject": "RMI",
    "comparison": {
      "size": 13,
      "gpaPercentile": 25,
      "countPercentile": 92,
      "medianCount": 212,
      "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": 1,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 9,
          "current": true
        },
        {
          "range": "3.6–4.0",
          "count": 3,
          "current": false
        }
      ]
    }
  }
]
```

### terms

#### 1112

##### term

1112

##### gpa

3.18

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1162

##### term

1162

##### gpa

3.298076923076923

##### count

52

##### university

###### size

954

###### gpa Percentile

35

###### count Percentile

38

###### median Count

64.5

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 23    | false   |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | true    |
| 3.6–4.0 | 345   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1174

##### term

1174

##### gpa

3.2672413793103448

##### count

58

##### university

###### size

955

###### gpa Percentile

32

###### count Percentile

40

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 29    | false   |
| 2.8–3.2 | 224   | false   |
| 3.2–3.6 | 332   | true    |
| 3.6–4.0 | 369   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1182

##### term

1182

##### gpa

3.25

##### count

52

##### university

###### size

1025

###### gpa Percentile

27

###### count Percentile

34

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1192

##### term

1192

##### gpa

3.2395833333333335

##### count

48

##### university

###### size

1077

###### gpa Percentile

24

###### count Percentile

32

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1202

##### term

1202

##### gpa

3.2796610169491527

##### count

59

##### university

###### size

1102

###### gpa Percentile

27

###### count Percentile

43

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | true    |
| 3.6–4.0 | 498   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1212

##### term

1212

##### gpa

3.4583333333333335

##### count

60

##### university

###### size

1111

###### gpa Percentile

32

###### count Percentile

43

###### median Count

68

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 4     | false   |
| 2.8–3.2 | 159   | false   |
| 3.2–3.6 | 337   | true    |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1222

##### term

1222

##### gpa

3.301282051282051

##### count

78

##### university

###### size

1157

###### gpa Percentile

22

###### count Percentile

56

###### median Count

64

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 351   | true    |
| 3.6–4.0 | 614   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1232

##### term

1232

##### gpa

3.2169811320754715

##### count

53

##### university

###### size

1216

###### gpa Percentile

16

###### count Percentile

39

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | false   |
| 3.2–3.6 | 356   | true    |
| 3.6–4.0 | 670   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1242

##### term

1242

##### gpa

3.4871794871794872

##### count

39

##### university

###### size

1295

###### gpa Percentile

33

###### count Percentile

22

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | true    |
| 3.6–4.0 | 726   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1244

##### term

1244

##### gpa

3.5

##### count

25

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1252

##### term

1252

##### gpa

3.485294117647059

##### count

34

##### university

###### size

1333

###### gpa Percentile

31

###### count Percentile

10

###### median Count

69

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1254

##### term

1254

##### gpa

3.5

##### count

37

##### university

###### size

1289

###### gpa Percentile

31

###### count Percentile

15

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | true    |
| 3.6–4.0 | 765   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

#### 1262

##### term

1262

##### gpa

3.5

##### count

37

##### university

###### size

1320

###### gpa Percentile

29

###### count Percentile

14

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 1     | false   |
| 2.4–2.8 | 8     | false   |
| 2.8–3.2 | 133   | false   |
| 3.2–3.6 | 381   | true    |
| 3.6–4.0 | 797   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| RMI     |            |

### benchmarks

#### all

##### school

###### size

4620

###### gpa

3.677219282296946

###### top Share

82.96931598065491

###### count

140

##### RMI

###### size

13

###### gpa

3.4965349022248047

###### top Share

68.94441012814558

###### count

212

#### terms

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1174

###### school

###### size

955

###### gpa

3.4597947384071412

###### top Share

69.5290038366363

###### count

69

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_8e3286c880e2ea11c3d5ba9b",
    "name": "JAMES LEVERTY",
    "count": 632,
    "terms": [
      {
        "term": "1162",
        "count": 52,
        "sections": 2,
        "gpa": 3.298076923076923
      },
      {
        "term": "1174",
        "count": 58,
        "sections": 1,
        "gpa": 3.2672413793103448
      },
      {
        "term": "1182",
        "count": 52,
        "sections": 2,
        "gpa": 3.25
      },
      {
        "term": "1192",
        "count": 48,
        "sections": 1,
        "gpa": 3.2395833333333335
      },
      {
        "term": "1202",
        "count": 59,
        "sections": 1,
        "gpa": 3.2796610169491527
      },
      {
        "term": "1212",
        "count": 60,
        "sections": 1,
        "gpa": 3.4583333333333335
      },
      {
        "term": "1222",
        "count": 78,
        "sections": 2,
        "gpa": 3.301282051282051
      },
      {
        "term": "1232",
        "count": 53,
        "sections": 2,
        "gpa": 3.2169811320754715
      },
      {
        "term": "1242",
        "count": 39,
        "sections": 1,
        "gpa": 3.4871794871794872
      },
      {
        "term": "1244",
        "count": 25,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1252",
        "count": 34,
        "sections": 1,
        "gpa": 3.485294117647059
      },
      {
        "term": "1254",
        "count": 37,
        "sections": 1,
        "gpa": 3.5
      },
      {
        "term": "1262",
        "count": 37,
        "sections": 2,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_8ff25fa035ef84edfe4d9d1a",
    "name": "THOMAS MERFELD",
    "count": 25,
    "terms": [
      {
        "term": "1112",
        "count": 25,
        "sections": 1,
        "gpa": 3.18
      }
    ]
  }
]
```

## following

None recorded.

## projection

### target

1272

### interval

#### lower

3.23

#### upper

3.62

#### coverage

80

#### terms

6

### gpa

3.4267401337875683

### grades

| grade | percentage          |
| ----- | ------------------- |
| A     | 33.92244518683437   |
| AB    | 32.09744317646532   |
| B     | 22.836440321956704  |
| BC    | 8.267784608790238   |
| C     | 2.588512319991595   |
| D     | 0.28737438596176124 |
| F     | 0                   |

### source Terms

* 1262
* 1252
* 1242
* 1232
* 1222

### source Count

241

### same Season

true

### historical Range

* 3.2169811320754724
* 3.5

### backtest

#### terms

6

#### gpa Error

0.12263017525596791

#### mix Error

15.009730086968961
