Curriculum
Course:
Statistics for Research
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Curriculum
Statistics for Research
Descriptions & Measurement Scales
0/11
Know Your Instructor
00:25
Preview
Concept of statistical description of data
01:32
Preview
Application of Data
16:53
Categorical and Continuous data_ Nominal, Categorical, Interval & Ration Scales
08:26
Variance & Bessel's Correction
02:49
Fence_Wiskers_Inter Quartile Range_Outliers
4:59
Covariance
02:20
Population vs Sample mean
2:17
Stem & Leaf display
03:33
Valid & Reliable Data
04:35
Questionnaire Building
05:27
Visualisation of Data
0/14
Simple and Multiple line chart
10:12
Different types of Bar Diagrams
06:31
Video explanation: Application of Bar charts
02:05
Pie Chart
08:40
Tabulation and its guidelines
06:56
The Secret Locker & Key problem
10:57
Concept of Frequency Distribution
08:50
Important terms related to Frequency Distribution
11:31
Graphical representation of Frequency Distribution, and HISTOGRAM
05:57
Preview
Calculation of MODE from Histogram
02:24
Frequency Polygon
03:31
Ogives & Calculation of Median
07:40
Ogives (continued)
02:18
Types of Frequency curves
08:27
Dispersions
0/13
Measurement of Dispersions
06:19
Preview
Range & coefficient of Range
07:17
Quartile Deviation & coefficient of Q.D
11:23
Calculating QD for open ended C.I when cumulative frequency is given
11:40
concept of Mean Deviations & coefficients of M.D
12:05
Calculating M.D & Coefficient of M.D
15:09
Standard Deviation
15:48
Standard Deviation explained with animation
07:40
Composite standard deviation
10:48
Coefficient of variance
15:25
Are you a selector of your national cricket team? Batsman Problem
12:23
CV- missing frequency problem
9:51
calculating correct mean & SD from Wrong mean & wrong S.D
09:51
Calculation of Population mean & Population Standard Deviation
0/2
Expected Value of Random Variable (Population Mean & SD calculation)
11:00
Calculating Expected Value of Random Variable
6:34
Correlation Analysis
0/10
Concept of Correlation Analysis
25:14
Concept of Correlation Analysis
02:44
Scattered Diagram
04:00
Karl Pearson's Correlation coefficient
02:44
Karl Pearson’s solved problem-1
08:13
Karl Pearson’s solved problem-2
02:41
Covariance & KP correlation coefficient
07:07
Spearman's rank Correlation Coefficient
07:14
Spearman's Correlation Solved problem
10:00
Coefficient of Concurrent Deviation
09:23
Making Predictions through Regression Analysis
0/12
Concept of types of Regression Analysis
08:50
Preview
Linear Regression
06:35
Minimum Least Square Method (MLSM)
10:06
Calculating coefficients values
04:45
Ascombe's Quartet
04:55
Regression Equations- x on y & y on x
08:28
Solved Problem-1
05:55
Predicting mom's height based on daughter's height
11:00
Solved problem-2
10:38
Calculating correlation coefficient of POPULATION (Probable Error)
08:39
Solved Problem of Probable Error
14:23
Coefficient of Determination & Non- Determination
03:25
Probability Distribution
0/10
Concept of Data Distribution
04:58
Uniform Distribution
03:34
Preview
Binomial Distribution
10:04
Application of Binomial Distribution
17:34
Poison Distribution
10:55
Application of Poison Distribution
05:34
Poisson Distribution: Partial Interval
05:59
Normal Distribution,Standard Normal Distribution & formulae
10:13
Normal Distribution & Standard Normal Distribution
25:37
Z-Score & solving Business problems
12:41
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
Lower, Upper & 2 tailed Test
03:52
How to prove Hypothesis
02:57
What if researchers set 0% error?
03:36
Chi Squared Test: Non Parametric Test
0/5
Concept of Chi-Squared Test
03:08
Preview
CS2-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 & MANOVA: Parametric Test
0/10
Concept of ANOVA
06:18
Degree of Freedom
6:29
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
1 way, 2 way & n-way Anova
05:14
Hypothesis making of 1 way
1:45
Post Hoc test
03:25
MANOVA
2:00
Course end exam: Statistics for Research
0/1
Course end exam: Statistics for Research
50 questions
Video lesson
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