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Coefficient of Determination
Coefficient of determination (r^2) tells us the amount of variation in the dependent variable that can be explained by the variation in...

Daniel Amartya
Mar 2, 20201 min read
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Introduction to Bivariate Regression
Purpose of regression line: To estimate the average value of the dependent variable at any specified value of the independent variable To...

Daniel Amartya
Mar 2, 20202 min read
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What is the difference between an arithmetic and geometric mean?
Data: 2, 4, 10 (positively skewed distribution) Arithmetic mean = 2 + 4 + 18 / 3 = 8 Geometric mean = (2+4+18) cube root = 2.88 (nth root...

Daniel Amartya
Feb 29, 20201 min read
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How to do t-test in SPSS?
Step-by-step: Open SPSS Analyse --> Compare mean --> One-Sample T test... Insert test variable(s) and test value OK Terms and...

Daniel Amartya
Feb 29, 20201 min read
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Data Transformation
If data set is skewed and or contains outliers, the mean tends to move away from the centre of the distribution, and so will the standard...

Daniel Amartya
Feb 29, 20201 min read
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Assessing Normality
The two important terms discussed in this article is normality and transformation. Normal distribution, also known as the Gaussian...

Daniel Amartya
Feb 28, 20202 min read
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Levels of Measurement
Introduction The levels of measurement mentioned here refers to how we categorise data in statistics. The two important terms used in...

Daniel Amartya
Feb 27, 20202 min read
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