Management

Learn statistics, become data smart

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Preview image for training Learn statistics, become data smart
including VAT 24,99

Course Features

  • Certified by TÜV Rheinland
  • Lifetime Access
  • Course Level: Beginner
  • Learning Extent: about 6,3 hours
  • Language: english
Target Audiences:

Course Overview

About this online Course

Statistics: Basic and advanced principles David Spade did his Ph. D. in statistics, thereby gaining great knowledge in this specific field. In this course he assists students of economics in mastering fundamental and advanced concepts.

Included are elements such as comparing distributions, probability, confidence intervals for proportions and the comparing of two means.

He also addresses the following topics:

  • Contingency tables
  • Linear regression
  • Sampling distributions for proportions and means
  • Hypothesis tests

Target group

This course is for students of economics and other who wants to mastering fundamental and advanced concepts.

Learning content

  • Statistics Part 1
  • Statistics Part 2
  • Quiz

Learning Contents

Summary of Learning Contents

Statistics Part 1 

timelapse 4h 02m
  • Introduction to Statistics 
    extension interactive content
    timelapse 0h 11m
  • Contingency Tables 
    extension interactive content
    timelapse 0h 18m
  • Summarizing Quantitative Variables 
    extension interactive content
    timelapse 0h 19m
  • Comparing Distributions 
    extension interactive content
    timelapse 0h 11m
  • Standardizing Data and the Normal Distribution Part 1 
    extension interactive content
    timelapse 0h 24m
  • Standardizing Data and the Normal Distribution Part 2 
    extension interactive content
    timelapse 0h 18m
  • Linear Regression 
    extension interactive content
    timelapse 0h 20m
  • Addressing Issues with Regression Assumptions 
    extension interactive content
    timelapse 0h 12m
  • Randomness and Survey Sampling 
    extension interactive content
    timelapse 0h 20m
  • Experiments and observational Studies 
    extension interactive content
    timelapse 0h 23m
  • Introduction to Probability 
    extension interactive content
    timelapse 0h 14m
  • General Rules of Probability 
    extension interactive content
    timelapse 0h 23m
  • Random Variables 
    extension interactive content
    timelapse 0h 12m
  • Probability Models 
    extension interactive content
    timelapse 0h 17m

Statistics Part 2 

timelapse 2h 11m
  • Sampling Distributions for Proportions and Means 
    extension interactive content
    timelapse 0h 12m
  • Confidence Intervals for Proportions 
    extension interactive content
    timelapse 0h 15m
  • Testing Hypotheses about Proportions 
    extension interactive content
    timelapse 0h 17m
  • More about Hypothesis Tests 
    extension interactive content
    timelapse 0h 14m
  • Comparing two Proportions 
    extension interactive content
    timelapse 0h 14m
  • Inference for Means 
    extension interactive content
    timelapse 0h 14m
  • Comparing two Means 
    extension interactive content
    timelapse 0h 13m
  • Inference for Paired Data 
    extension interactive content
    timelapse 0h 08m
  • Categorical Data Analysis 
    extension interactive content
    timelapse 0h 15m
  • Inference for Regression 
    extension interactive content
    timelapse 0h 09m

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