Spring 2027

Stochastic Analysis

Stochastic Analysis covers foundations of continuous time stochastic processes, semimartingales, Ito's formula, stochastic differential equations, and applications in finance, filtering, and control.

no offering record for this termCredits unavailable
Recorded instructors · Spring 2027 No instructors listed

Summary

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Recent recorded grades — Fall 2020: 3.90 GPA, 94.3% A/AB (n=35 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.47 GPA, 73.7% A/AB (n=19 letter grades).

Grade history

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average GPA
letter grades
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Prerequisites

Course map

Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program

    • Graduate/professional standing
    • member of the Pre-Masters Mathematics (Visiting International) Program
    take one
MATH 735

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • Any of
    • Graduate/professional standing
    • member of the Pre-Masters Mathematics (Visiting International) Program

Professors

Spring 2027

No instructors recorded for this selection.

Historical instructors & teaching patterns

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Calendar & sections

Spring 2027

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Meeting source records

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Student experience

the class

Recent recorded grades — Fall 2020: 3.90 GPA, 94.3% A/AB (n=35 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.47 GPA, 73.7% A/AB (n=19 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Continuous time stochastic processes, semimartingales, Ito's formula, stochastic differential equations, Markov processes, finance, filtering, and control.

Skills

  • Continuous time stochastic processes, semimartingales, Ito's formula, stochastic differential equations, and applications in finance, filtering, and control.

Grades

Latest available · Fall 2024— not enough history to project Spring 2027.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2024

More grade details Grade mix, volume & source data

Not enough comparable courses for Spring 2027 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

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Student reviews

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Grade history

Recorded grade distributions by term, section, and instructor.

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Dataset & model

Recorded 2026-10-14

View the dataset on Hugging Face
Model outputs & technical records
Qwen/Qwen3.8-27B
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": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "837ab009494e0ed73875681d4e4cf4da13f60072e968f3b1f952ed75b4be2971",
  "requirements_status": "needs_review",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}