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TORRENT DETAILS
Udemy - Statistics - Central Limit Theorem And Hypothesis Testing
TORRENT SUMMARY
Status:
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Language: English | Size: 771.87 MB | Duration: 6h 58m
Get a thorough understanding of the most important concepts in Statistics - Central Limit Theorem and Hypothesis Testing
What you'll learn
Understand Normal & Standard Normal Distribution and feel much more confident in solving the questions
Build a good intuitive understanding of Central Limit Theorem - One of the most important concepts in Statistics
Understand the basics and essence of Hypothesis Testing
Solve exam style questions in a step by step manner with much more confidence
Requirements
Basics of Statistics (Random Variable, Probability Distributions etc.)
Knowledge of MS Excel (Preferred, not necessary)
Description
This course is the key to build an excellent understanding of Inferential Statistics. It has students (from over 100 countries) and here is what some of them have to say
"Well explained sir, every concept is clear as water and the way you explain is very easy to understand the concept. Worth buying this course" ~ K Roshnishree"The explanations are quite intuitive and the best part is that the course includes practice problems which helps in building the concepts" ~ Swati Sahu"The detail level coverage of the basic topics is amazing" ~ Rehana Shake"This instructor is doing a fine job explaining the statistics concepts" ~ Frank Herrera"Very clear examples, thank you sir!" ~ Gitartha PathakCourse Description: This course is designed for students who are struggling with Statistics or who are complete beginners in statistics.How is this course structured? Section 1 and 2: These 2 sections cover the concepts that are crucial to understand the basics of hypothesis testing - Normal Distribution, Standard Normal Distribution, Sampling, Sampling Distribution and Central Limit Theorem. (Before you start hypothesis testing, make sure you are absolutely clear with these concepts)Section 3: This section caters to the basics of hypothesis testing with three methods - Critical Value Method, Z-Score Method and p-value method.My approach is hands on: Concepts, examples and solved problems addressing all the concepts covered in the lectures.Note : Only Hypothesis Testing in Case of Single Population Mean is covered
Overview
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FILE LIST
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/1 - Introduction English.vtt
3.4 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/1 - Introduction.mp4
6.5 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/10 - 2 important rules to remember English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/10 - 2 important rules to remember.mp4
4.6 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/11 - 3 types of probability calculation English.vtt
9 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/11 - 3 types of probability calculation.mp4
19 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/12 - How to compute z values when probability value is given English.vtt
3.3 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/12 - How to compute z values when probability value is given.mp4
6.3 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/13 - A different type of table to compute probability English.vtt
6.9 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/13 - A different type of table to compute probability.mp4
12.8 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/14 - How to calculate probability for any normal distribution English.vtt
11 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/14 - How to calculate probability for any normal distribution.mp4
19.3 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/15 - Application of Normal Distribution English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/15 - Application of Normal Distribution.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/16 - Revisiting the application English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/16 - Revisiting the application.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/17 - Normal Distribution Some Real Life Examples.html
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/18 - Normal Distribution using Microsoft Excel English.vtt
8.4 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/18 - Normal Distribution using Microsoft Excel.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/19 - Practice Question 1 English.vtt
11.6 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/19 - Practice Question 1.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/2 - Introduction Written Notes.html
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/2 - Introduction.pdf
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/20 - Practice Question 2 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/20 - Practice Question 2.mp4
11.5 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/21 - Practice Question 3 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/21 - Practice Question 3.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/22 - Practice Question 4 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/22 - Practice Question 4.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/23 - Practice Question 5 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/23 - Practice Question 5.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/24 - Practice Question 6 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/24 - Practice Question 6.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/25 - Practice Question 7 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/25 - Practice Question 7.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/26 - Practice Question 8 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/26 - Practice Question 8.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/27 - Practice Question 9 English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/27 - Practice Question 9.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/28 - Share your experience.html
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/3 - Uniform Distribution English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/3 - Uniform Distribution.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/4 - Uniform Distribution Written Notes.html
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/4 - Uniform-Distribution.pdf
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/5 - Area as a measure of probability English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/5 - Area as a measure of probability.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/6 - Normal Distribution English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/6 - Normal Distribution.mp4
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/7 - Characteristics of Normal Distribution English.vtt
8.6 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/7 - Characteristics of Normal Distribution.mp4
16.2 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/8 - Standard Normal Distributions English.vtt
2.6 KB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/8 - Standard Normal Distributions.mp4
4 MB
~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/9 - How to calculate probability using Cumulative Probability table English.vtt
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~Get Your Files Here !/1 - Continuous Probability Distributions Uniform and Normal Distribution/9 - How to calculate probability using Cumulative Probability table.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/29 - Introduction to the Section.html
4.7 KB
~Get Your Files Here !/2 - Sampling and Sampling Distributions/30 - The Sampling Problem English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/30 - The Sampling Problem.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/31 - Simple Random Sample Finite Population English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/31 - Simple Random Sample Finite Population.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/32 - Simple Random Sample Infinite Population English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/32 - Simple Random Sample Infinite Population.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/33 - How to calculate the point estimators of population parameters English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/33 - How to calculate the point estimators of population parameters.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/34 - Sampling Distribution English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/34 - Sampling Distribution.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/35 - Properties of Sampling Distribution English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/35 - Properties of Sampling Distribution.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/36 - Central Limit Theorem Explained English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/36 - Central Limit Theorem Explained.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/37 - Why large samples are considered to be better predictors of population parameter English.vtt
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/37 - Why large samples are considered to be better predictors of population parameter.mp4
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~Get Your Files Here !/2 - Sampling and Sampling Distributions/38 - Share your experience.html
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~Get Your Files Here !/3 - Hypothesis Testing/39 - Basics of Hypothesis Testing English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/39 - Basics of Hypothesis Testing.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/40 - Null and Alternate hypothesis English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/40 - Null and Alternate hypothesis.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/41 - Burden of proof.html
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~Get Your Files Here !/3 - Hypothesis Testing/42 - Type of test and Rejection Region English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/42 - Type of test and Rejection Region.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/43 - Types of Errors English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/43 - Types of Errors.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/44 - Type 1 Error English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/44 - Type 1 Error.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/45 - Type 2 Error English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/45 - Type 2 Error.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/46 - Example 1 Critical Value Method English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/46 - Example 1 Critical Value Method.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/47 - Example Z Score Method English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/47 - Example Z Score Method.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/48 - Example 2 Critical Value Method English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/48 - Example 2 Critical Value Method.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/49 - Example 3 Critical Value Method English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/49 - Example 3 Critical Value Method.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/50 - Introduction to pvalue English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/50 - Introduction to pvalue.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/51 - Example 1 pvalue method English.vtt
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~Get Your Files Here !/3 - Hypothesis Testing/51 - Example 1 pvalue method.mp4
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~Get Your Files Here !/3 - Hypothesis Testing/52 - Example 2 pvalue method English.vtt
