Curriculum
Course:
Statistical Analysis
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Curriculum
Statistical Analysis
Advance theory of Distribution
0/14
Know your Instructor
0:25
Preview
concept of data distribution
04:58
Uniform Distribution
03:34
Preview
Binomial Distribution
10:04
Theoretical Frequency Distribution vs Binomial Distribution
07:12
Application of Binomial Distribution
17:34
Properties of Binomial Distribution
10:16
Poison Distribution
10:55
Application of Poison Distribution
05:34
Poisson Distribution: Partial Interval
05:59
Properties of Poison Distribution
06:38
Normal Distribution,Standard Normal Distribution & formulae
10:13
Normal Distribution & Standard Normal Distribution
25:37
Z-Score & solving Business problems
12:41
Advance Correlation Analysis
0/10
Concept of Correlation Analysis
25:34
Scattered Diagram
02:44
Karl Pearson's Correlation coefficient
04:00
KP solved problem-1
08:13
KP solved problem-2
02:42
Covariance & KP correlation coefficient
7:07
Properties of correlation coefficient
12:25
Spearmans rank Correlation Coefficient
07:14
Spearman's Correlation Solved problem
10:00
Coefficient of Concurrent Deviation
09:03
Regression Analysis and making predictions
0/12
concept of Linear, Multiple and Ordinal Regression
08:50
Preview
Linear Regression
06:35
Minimum Least Square Method
10:06
Calculating coefficients values
04:45
Ascombe's Quartet: Limitation of Regression Analysis
04:55
Regression Equations: 'x on y' & 'y on x'
08:28
Regression Solved Problem-1
05:55
Predicting mom's height based on daughter's height & vs
11:00
Regression Solved problem-2
10:38
Probable Error- Calculating correlation coefficient of POPULATION
08:39
Solved Problem_Calculation of Probable Error
03:25
Spurious Correlation & Coefficient of Determination
08:46
Hypothesis Testing
0/11
Concept of Hypothesis Testing
12:07
Burden of proof
03:53
Standard Error
02:52
Why do we need Hypothesis testing?
03:33
Difference between Std Error & std Deviation
02:27
Type1 & Type 2 errors
04:49
Forming Hypothesis correctly
03:37
Examples-Forming Null & Alternate Hypothesis
04:55
Preview
Lower, Upper & 2-tailed tests
03:52
How to prove Hypothesis
02:57
What if researchers set 0% error?
03:36
Chi- Squared Analysis (Non-parametric Test)
0/5
Chi-Squared Test concept clarified
03:08
Preview
Further clarification of Chi-Squared Test
11:03
Understanding Chi- Square Test Hypothesis
07:29
Solved problem 1
14:57
Solved problem 2
03:34
ANOVA: Parametric Test
0/10
Concept of ANOVA
06:18
Degree of freedom
06:29
Preview
How to prove Hypothesis in ANOVA
1:59
Calculating F cal Value
04:31
Calculating F critical Value
04:47
Solved problem of ANOVA
13:43
AN7-1 way, 2 way & n-way Anova
05:14
Hypothesis making of 1 way & 2- way ANOVA
01:45
Post Hoc test
03:25
MANOVA
2:00
Time Series Analysis
0/6
Concept of time series analysis
08:48
Additive & Multiplicative Model
4:54
Trend Analysis: Graphical Method
04:18
Trend Analysis: Semi average method
05:28
Trend Analysis: 3 Years Moving Average Method
5:07
Trend Analysis: Weighted Moving Average Method
06:03
Course end Exam: Statistical Analysis
0/1
Course end Exam (Statistical Analysis)
50 questions
Video lesson
concept of Linear, Multiple and Ordinal Regression
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