# AAE 637: Applied Econometric Analysis II | UW–Madison [View on UW Courses](https://uwcourses.com/courses/AAE_637) ## 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 c64eb8b9400076244f4bd737f0f2d199341480502d40e48c73e355432cbbaf24 ### course id AAE 637 ### course uid course\_d99efe64d194eb09361ae6b5 ### catalog version id 74d95c55effa6e6a914da44c340d8598a49ca83418ff40530d8883570279141d ### course number 637 ### subjects * AAE ### title APPLIED ECONOMETRIC ANALYSIS II ### description Focus on extending the standard regression model. Topics include nonlinear regression models, maximum likelihood estimation, panel data, simultaneous equations, linear and nonlinear systems, analysis of discrete choice, limited dependent variables, empirical economic applications and policy analysis. ### requirements text A A E 636 ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id acac53454b065da83f2dc9bd055d7dab4b371084a400e3eef2ff9ba0f5d230b7 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Applied Econometric Analysis II extends regression models to nonlinear systems, panel data, and discrete choice for policy analysis. ### llm topics * Nonlinear regression, maximum likelihood estimation, panel data, simultaneous equations, and discrete choice. * Empirical economic applications and policy analysis. ### llm skills * Extending standard regression models. * Applying advanced econometric techniques to empirical economic applications and policy analysis. ### llm assumed background * Foundations in linear regression, statistical inference, and model diagnostics. ### llm search phrases * applied econometrics graduate * nonlinear regression models * panel data analysis * maximum likelihood estimation * discrete choice models ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash afd7f28bb284542bb8fa27afcb9aa8e2ce9a7cdab116399d5e4751a966b05d1c #### course id AAE 637 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Recent recorded grades — Spring 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"20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 637", "course_uid": "course_d99efe64d194eb09361ae6b5", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Dustin Frye" ], "a": 12, "ab": 3, "b": 7, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 25, "source_aliases": [ "AAE 637" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 637", "course_uid": "course_d99efe64d194eb09361ae6b5", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Dustin Frye" ], "a": 12, "ab": 11, "b": 5, "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": 28, "source_aliases": [ "AAE 637" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "AAE 637", "course_uid": "course_d99efe64d194eb09361ae6b5", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Dustin Frye" ], "a": 9, "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": 9, "source_aliases": [ "AAE 637" ] } ] ``` ### statistics #### gpa 3.577 #### graded 188 #### counts * 87 * 50 * 45 * 5 * 1 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_d99efe64d194eb09361ae6b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_d99efe64d194eb09361ae6b5-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_d99efe64d194eb09361ae6b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_d99efe64d194eb09361ae6b5-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_d99efe64d194eb09361ae6b5-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_d99efe64d194eb09361ae6b5-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.577127659574468 #### count 188 #### university ##### size 4255 ##### gpa Percentile 34 ##### count Percentile 54 ##### median Count 164 ##### 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 | 311 | false | | 3.2–3.6 | 1227 | true | | 3.6–4.0 | 2705 | false | #### departments ```json [ { "subject": "AAE", "comparison": { "size": 45, "gpaPercentile": 57, "countPercentile": 61, "medianCount": 86, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 1, "current": false }, { "range": "2.8–3.2", "count": 4, "current": false }, { "range": "3.2–3.6", "count": 23, "current": true }, { "range": "3.6–4.0", "count": 17, "current": false } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1084 ##### term 1084 ##### gpa 3.5714285714285716 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1094 ##### term 1094 ##### gpa 3.3181818181818183 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1104 ##### term 1104 ##### gpa 3.3333333333333335 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1114 ##### term 1114 ##### gpa 3.3333333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1124 ##### term 1124 ##### gpa 3.5 ##### count 4 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1154 ##### term 1154 ##### gpa 3.5833333333333335 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1164 ##### term 1164 ##### gpa 3.8333333333333335 ##### count 3 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1174 ##### term 1174 ##### gpa 3.5714285714285716 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1184 ##### term 1184 ##### gpa 3.625 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1224 ##### term 1224 ##### gpa 3.8125 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1234 ##### term 1234 ##### gpa 3.55 ##### count 30 ##### university ###### size 1188 ###### gpa Percentile 41 ###### count Percentile 0 ###### median Count 65 ###### 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 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | true | | 3.6–4.0 | 650 | false | ##### departments ```json [ { "subject": "AAE", "comparison": { "size": 10, "gpaPercentile": 44, "countPercentile": 0, "medianCount": 42.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 2, "current": false }, { "range": "3.2–3.6", "count": 4, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 3.5652173913043477 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1254 ##### term 1254 ##### gpa 3.625 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | #### 1264 ##### term 1264 ##### gpa 4 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | AAE | | ### benchmarks #### all ##### school ###### size 4255 ###### gpa 3.6591705876905984 ###### top Share 81.85939380265187 ###### count 164 ##### AAE ###### size 45 ###### gpa 3.50421146853606 ###### top Share 74.11963985404637 ###### count 86 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### AAE ###### size 10 ###### gpa 3.2420452207644113 ###### top Share 55.11320063428768 ###### count 45 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### AAE ###### size 10 ###### gpa 3.140448646484561 ###### top Share 53.96153561619273 ###### count 57 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### AAE ###### size 10 ###### gpa 3.4272635428064278 ###### top Share 68.61136446457513 ###### count 53.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### AAE ###### size 10 ###### gpa 3.5018079038687 ###### top Share 73.8733938179871 ###### count 42.5 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_62172528f94ebea6738fb692", "name": "BRIAN GOULD", "count": 82, "terms": [ { "term": "1074", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1084", "count": 7, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1094", "count": 11, "sections": 1, "gpa": 3.3181818181818183 }, { "term": "1104", "count": 15, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1114", "count": 6, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1124", "count": 4, "sections": 1, "gpa": 3.5 }, { "term": "1154", "count": 6, "sections": 1, "gpa": 3.5833333333333335 }, { "term": "1164", "count": 3, "sections": 1, "gpa": 3.8333333333333335 }, { "term": "1174", "count": 7, "sections": 1, "gpa": 3.5714285714285716 }, { "term": "1184", "count": 12, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_b37092e1c68e936771112536", "name": "DUSTIN FRYE", "count": 60, "terms": [ { "term": "1244", "count": 23, "sections": 1, "gpa": 3.5652173913043477 }, { "term": "1254", "count": 28, "sections": 1, "gpa": 3.625 }, { "term": "1264", "count": 9, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_343a71bf3d82e8ca0462553a", "name": "PRIYA MUKHERJEE", "count": 46, "terms": [ { "term": "1224", "count": 16, "sections": 1, "gpa": 3.8125 }, { "term": "1234", "count": 30, "sections": 1, "gpa": 3.55 } ] } ] ``` ## following | code | title | | ------- | -------------------------------- | | AAE 724 | PRACTICUM FOR APPLIED ECONOMISTS | | AAE 737 | APPLIED ECONOMETRIC ANALYSIS III |