Course 4

Advanced Statistics for Trading

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Step 4

Course Overview

Module 1

Using Graphs to Describe Data

Module 2

Using Numerical Measures to Describe Data

Module 3

Elements of Chance: Probability Methods

Module 4

Discrete Probability Distributions

Module 5

Continuous Probability Distributions

Module 6

Distributions of Sample Statistics

Module 7

Confidence Interval Estimation: One Population

Module 8

Confidence Interval Estimation: Further Topics

Module 9

Hypothesis Tests of a Single Population

Module 10

Two Population Hypothesis Tests

Module 11

Two Variable Regression Analysis

Module 12

Multiple Variable Regression Analysis

Module 13

Additional Topics in Regression Analysis

Module 14

Introduction to Nonparametric Statistics

Module 15

Analysis of Variance

Module 16

Forecasting with Time-Series Models

Module 17

Sampling: Stratified, Cluster, and Other Sampling Methods

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