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# Statistics 101

By Edu Pristine

## Statistics for the Exam-preparation

The online course “Statistics 101” gives you a helpful summary about statistical issues and will guide you through the exam-preparation.

This course includes i.a. the following lessons:

• Basic statistic measures
• Variations in Z-Test and F-Test
• GARCH and Monte Carlo Simulation

## Content

 Probability Concepts 37:13 Properties of Probability 26:57 Basic Statistic Measures 21:07 Variance Covariance 34:33 Poisson Distribution and Bayes Theorem 20:15 Continous Probability Distribution 32:42 Key Properties of Chi-Squared, Student's t and Longnormal Distribution 30:37 Statistical Inteference and Hypothesis testing 33:44 Variations in Z-Test and F-Test 30:51 Basic concepts of Regression 38:05 Explained and Unexplained Variation 21:43 Hypothesis Tests and Confidence Intervals 22:01 Estimation of Volatility / EWMA and GARCH 24:24 GARCH and Monte Carlo Simulation 36:18

## Details

• Included lectures: 14
• Duration: 6:50 h
• Available documents: 14

## Authors of course Statistics 101

### Edu Pristine

Trusted by Fortune 500 Companies and 10,000 Students from 40+ countries across the globe, EduPristine is one of the leading International Training providers for Finance Certifications like FRM®, CFA®, PRM®, Business Analytics, HR Analytics, Financial Modeling, Operational Risk Modeling etc. It was founded by industry professionals who have worked in the area of investment banking and private equity in organizations such as Goldman Sachs, Crisil - A Standard & Poors Company, Standard Chartered and Accenture.

EduPristine has conducted corporate training for various leading corporations and colleges like JP Morgan, Bank of America, Ernst & Young, Accenture, HSBC, IIM C, NUS Singapore etc. EduPristine has conducted more than 500,000 man-hours of quality training in finance.
http://www.edupristine.com

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