Learn Hypothesis Testing Step by Step ( A Complete Course )

Course covers everything that Statistics students want to gain knowledge about Hypothesis Testing
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  • Lectures 23
  • Length 1 hour
  • Skill Level All Levels
  • Languages English
  • Includes Lifetime access
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    Available on iOS and Android
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About This Course

Published 2/2016 English

Course Description

Welcome to my course on "Statistics Concepts - Hypothesis Testing Step by Step"

This course will cover the complete understanding of Hypothesis Testing in Statistics . In this course students will learn the numerically and theoratically concepts of Hypothesis Testing. And also they can download material in the form of PDF Files .

With a lot of Examples that will clear the concepts of Hypothesis Testing , and they will learn how to solve the questions of Hypothesis Testing. So

We Will Cover

  • Understand the Basic concepts of Hypothesis Testing
  • What is Hypothesis? and its Basics
  • Simple , Composite and types of Error (Type I Error and Type II Error) etc etc
  • And many more basic and advance concepts of Hypothesis Testing

What are the requirements?

  • Basic knowledge of statistics
  • Interest in Statistics

What am I going to get from this course?

  • Understand the Basic concepts of Hypothesis Testing
  • What is Hypothesis? and its Basics
  • Simple , Composite and types of Error (Type I Error and Type II Error)
  • Level of Significance,Test Statistic,Non rejection Region OR Acceptance Region
  • One−Sided , Two−Sided (One and Two−Tailed) Test
  • More Examples of Hypothesis Testing
  • Testing Hypotheses about Population Proportion When Sample Size is Large
  • Testing , Small Sample, Population Standard Deviation Unknown
  • Examples of Testing , Small Sample, Population Standard Deviation Unknown
  • Test Statistic for the Difference between Two Means
  • Examples of Test Statistic for the Difference between Two Means
  • Two Sample Tests about Proportions
  • Examples of Two Sample Tests about Proportions
  • Comparing Population Means with Small Samples
  • Examples of Comparing Population Means with Small Samples
  • Two Sample Tests of Hypothesis: Dependent Samples
  • Examples of Two Sample Tests of Hypothesis: Dependent Samples
  • More Examples of Two Sample Tests of Hypothesis , Dependent Samples
  • Can solve the exercise in last section in the form of PDF File

What is the target audience?

  • Anyone seeking to increase their statistical skills
  • Accounting Students
  • Finance Students
  • This course is ideal for those who have interest in learning
  • Statistics Students can take this course

What you get with this course?

Not for you? No problem.
30 day money back guarantee.

Forever yours.
Lifetime access.

Learn on the go.
Desktop, iOS and Android.

Get rewarded.
Certificate of completion.

Curriculum

Introduction to course
Preview
02:14
Section 1: Understand the Basic concepts of Hypothesis Testing
What is Hypothesis , Statistical Hypothesis and Testing of Hypothesis?
01:58
Null Hypothesis and Alternative Hypothesis
01:58
Quiz
1 question
Simple and Composite Hypothesis
Article
Type−I Error OR α−Error , Type−II Error OR β−Error , Level of Significance.....?
01:59
Quiz
2 questions
Rejection Region,Non rejection Region,One−Sided (One−Tailed) Test,Two−Sided....?
03:17
Quiz
1 question
Section 2: Implementations of Null and Alternative Hypothesis with Examples
Degree of Freedom , General Procedure for Testing of Hypothesis
01:05
Quiz
1 question
05:15
  1. Is this a one or two tailed test?
  2. What is the decision rule?
  3. What is the value of the test statistic?
  4. What is your decision regarding H0?
03:09
  1. Here we 'll discuss about one tail test
  2. Is this a one or two tailed test?
  3. What is the decision rule?
  4. What is the value of the test statistic?
Quiz
1 question
03:19
  1. (a) State the null hypothesis and alternative hypothesis.
  2. (b) State the decision rule
  3. (c) Compute the value of the test statistics
  4. (d) What is your decision regarding H0?
Quiz
1 question
04:52

After complete this lecture students will be able to know

Test of hypotheses one proportion

π is the population proportion.

p is the sample proportion.

n is the sample size.

σp is a standard error of the proportion etc with Examples

Quiz
1 question
03:15

They will be able to learn

Example of The null and alternative hypothesis

H0: π ≥ 0.90

H1: π < 0.90

Level of significance:

Decision rule:

Reject H0 if

The value of test statistic

Quiz
1 question
Section 3: Examples of Population Mean: Small Sample, Population S.D , Testing for.......?
03:13

Testing for a Population Mean:

Small Sample, Population Standard Deviation Unknown:

Examples of Population Mean: Small Sample, Population Standard Deviation.....?
Preview
07:47
Quiz
1 question
More Examples of Population Mean Small Sample, Population Standard Deviation..?
2 pages
04:26

Two Samples Tests of Hypothesis:

Independent Samples

Variance of the distribution of the differences in means

Section 4: Some Advance Concepts of Hypothesis Testing with Examples and PDF Files
1 page

H0: μ1 ≤ μ2

H1: μ1 > μ2

  • Is this a one tailed or a two tailed test?
  • State the decision rule
  • Compute the value of the test statistic
  • What is your decision regarding H0


Example No. 3 of Test Statistic for the Difference between Two Means
1 page
Quiz
1 question
Two Sample Tests about Proportions ( with downloadable PDF File )
07:14
Section 5: Examples of Comparing Population Means & Comparing Population Means with Small ?
06:05
  • The sampled populations follow the normal distribution.
  • The two samples are from independent populations.
  • The standard deviations of the two populations are equal.

Pooled Variance:

Example of Comparing Population Means with Small Samples
00:18
Quiz
1 question
Downloadable PDF Files
00:24
00:24

Exercise of Hypothesis Testing that will help to understand more easily

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Instructor Biography

Alia Mubashir, Instructor at Udemy

I have Specialization in Statistics , Finance and also teach Economics , Statistics and Mathematics to students in an academy and now I have started to teach online . I also hold

  1. Studied in Statistics and Finance from Punjab University
  2. I also hold Diplomas in Office Productivity and many Softwares
  3. Post Graduate Diploma in Business Administration and Finance.
  4. Bachelors in Science from Post Graduate College .

Now I want to teach online and I'm very passionate about it.

I teach Economics, Mathematics, Statistics, Finance and English. Now i'm creating courses online in all these subjects.

Enroll today, create change, and be amazing!

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