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Statistics Explained Easy 3 - Hypothesis testing and CI's
Rating: 4.4 out of 5(24 ratings)
658 students

Statistics Explained Easy 3 - Hypothesis testing and CI's

Hypothesis stesting and Confidence Intervals
Last updated 7/2017
English

What you'll learn

  • Hypothesis testing
  • know when something is scientifically proven and what it means
  • create Confidence Intervals (to be 95% sure that something falls in between two boundaries)

Course content

6 sections28 lectures2h 39m total length
  • Introduction8:14

    Explore the basics of hypothesis testing, including null and alternative hypotheses, the rejection region and alpha, and interpreting sample means under normal distribution.

  • A little note before we start1:36

Requirements

  • Know what is a normal distribution (check my course about the normal distribution)

Description

Welcome to my course in Statistics! 

After finishing this course you will master the next subjects:

  • Full range of Hypothesis testing.
  • Explanation of Alpha and p-value
  • Comparing average
    • 1 sample (Z-test and t-test)
    • 2 sample (t-test)
  • Comparing standard deviations
    • 1 sample (Chi-Square test)
    • 2 sample (F-test)
  • Confidence Intervals for the above tests
  • Heaps of exercises (some still to come, please motivate me by requesting exercises for some topics ;) 

Still to come: Power calculations by hand. Which comes in really handy. Power is the probability that you will find a significant result (before gathering your data).


Terminology will be as easy as possible. I'm a teacher and my maingoal is to make statistics easy :).

Exercises are included (they are in the videos, in the beginning you see the exercises, then you have to stop the video, make them, and then see the answers with explanation).

Please if you want to have specific questions ask them to me! I will be more motivated to make videos answering your questions than just randomly ;) Also if you already want some SPSS explanation… I want to make all my video’s and it doesn’t matter for me in which order ;)

 

Last but not least, Wish you guys good luck and fun while going through my course :) 


See you inside :)

Who this course is for:

  • students who want to pass their Statistics Exams