Fall 2026

Advanced Financial Statistics

STAT 801 teaches statistical theory and methodology for modern financial data, including stochastic models, inference, and learning.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

Recent recorded grades — Fall 2020: 4.00 GPA, 100.0% A/AB (n=16 letter grades).

Grade history

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average GPA
letter grades
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AB
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Prerequisites

Course map

STAT 601 or 701

STAT 801

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Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Fall 2026

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Student experience

the class

Recent recorded grades — Fall 2020: 4.00 GPA, 100.0% A/AB (n=16 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Financial stochastic models and calculus
  • Modern statistical inference
  • Statistical learning for financial data

Skills

  • Statistical theory and methodology for financial data
  • Financial stochastic modeling
  • Modern statistical inference
  • Statistical learning for financial applications

Grades

Latest available · Fall 2020— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

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AB
B
BC
C
D
F
More grade details Grade mix, volume & source data

Not enough comparable courses for Fall 2026 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

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Grade history

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "dac12262ea13aef3c70d306b2500023d97ec1bbe1b64fbea06f5603777746ec6",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}