Curriculum
Statistics for Research
Descriptions & Measurement Scales
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Know Your Instructor
00:25Preview -
Concept of statistical description of data
01:32Preview
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Application of Data
16:53
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Categorical and Continuous data_ Nominal, Categorical, Interval & Ration Scales
08:26
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Variance & Bessel's Correction
02:49
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Fence_Wiskers_Inter Quartile Range_Outliers
4:59
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Covariance
02:20
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Population vs Sample mean
2:17
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Stem & Leaf display
03:33
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Valid & Reliable Data
04:35
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Questionnaire Building
05:27
Visualisation of Data
0/14
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Simple and Multiple line chart
10:12
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Different types of Bar Diagrams
06:31
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Video explanation: Application of Bar charts
02:05
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Pie Chart
08:40
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Tabulation and its guidelines
06:56
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The Secret Locker & Key problem
10:57
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Concept of Frequency Distribution
08:50
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Important terms related to Frequency Distribution
11:31
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Graphical representation of Frequency Distribution, and HISTOGRAM
05:57Preview
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Calculation of MODE from Histogram
02:24
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Frequency Polygon
03:31
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Ogives & Calculation of Median
07:40
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Ogives (continued)
02:18
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Types of Frequency curves
08:27
Dispersions
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Measurement of Dispersions
06:19Preview
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Range & coefficient of Range
07:17
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Quartile Deviation & coefficient of Q.D
11:23
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Calculating QD for open ended C.I when cumulative frequency is given
11:40
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concept of Mean Deviations & coefficients of M.D
12:05
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Calculating M.D & Coefficient of M.D
15:09
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Standard Deviation
15:48
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Standard Deviation explained with animation
07:40
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Composite standard deviation
10:48
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Coefficient of variance
15:25
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Are you a selector of your national cricket team? Batsman Problem
12:23
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CV- missing frequency problem
9:51
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calculating correct mean & SD from Wrong mean & wrong S.D
09:51
Calculation of Population mean & Population Standard Deviation
0/2
Correlation Analysis
0/10
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Concept of Correlation Analysis
25:14
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Concept of Correlation Analysis
02:44
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Scattered Diagram
04:00
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Karl Pearson's Correlation coefficient
02:44
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Karl Pearson’s solved problem-1
08:13
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Karl Pearson’s solved problem-2
02:41
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Covariance & KP correlation coefficient
07:07
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Spearman's rank Correlation Coefficient
07:14
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Spearman's Correlation Solved problem
10:00
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Coefficient of Concurrent Deviation
09:23
Making Predictions through Regression Analysis
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Concept of types of Regression Analysis
08:50Preview
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Linear Regression
06:35
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Minimum Least Square Method (MLSM)
10:06
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Calculating coefficients values
04:45
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Ascombe's Quartet
04:55
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Regression Equations- x on y & y on x
08:28
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Solved Problem-1
05:55
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Predicting mom's height based on daughter's height
11:00
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Solved problem-2
10:38
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Calculating correlation coefficient of POPULATION (Probable Error)
08:39
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Solved Problem of Probable Error
14:23
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Coefficient of Determination & Non- Determination
03:25
Probability Distribution
0/10
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Concept of Data Distribution
04:58
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Uniform Distribution
03:34Preview
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Binomial Distribution
10:04
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Application of Binomial Distribution
17:34
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Poison Distribution
10:55
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Application of Poison Distribution
05:34
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Poisson Distribution: Partial Interval
05:59
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Normal Distribution,Standard Normal Distribution & formulae
10:13
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Normal Distribution & Standard Normal Distribution
25:37
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Z-Score & solving Business problems
12:41
Hypothesis Testing
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Concept of Hypothesis Testing
12:07
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Burden of proof
03:53
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Standard Error
02:52
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Why do we need Hypothesis testing?
03:33
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Difference between Std Error & std Deviation
02:27
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Type1 & Type 2 errors
04:49
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Forming Hypothesis Correctly
03:37
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Examples- Forming Null & Alternate Hypothesis
04:55
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Lower, Upper & 2 tailed Test
03:52
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How to prove Hypothesis
02:57
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What if researchers set 0% error?
03:36
Chi Squared Test: Non Parametric Test
0/5
ANOVA & MANOVA: Parametric Test
0/10
Course end exam: Statistics for Research
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Video lesson