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Passionating World of Research

Selecting Statistical tool

Type of research objective Type of statistics How many…, What percentage.., What is… Frequency distribution Describe the … Mean, Median, mode, Range, Skewness, Kurtosis What is the difference … Distribution, Means, Proportion, Medians, Ranking Level, size or share, opinion Mean, percentage How many X is also Y.? Relationship between factors. Compare between subdivision/category/groups on a…
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Hypothesis testing and interpretation

In ANOVA…. H0 = m1=m2=m3groups = means are equal = No variance, m1, m2, m3 are mean value of the If F is larger than 1.96 and P<0.05 then distribution is significantNull hypothesis H0 is rejected = Alternate hypothesis accepted = Means are not equal.Significance indicates variance between groups exists.Insignificant indicates the groups are equal.…
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My Publication

Emergence and future of Over-the-top (OTT) video services in India: an analytical research Over-the-Top (OTT) video platforms, once considered a luxury is today a commodity. In India, thereis an increasingly growing number of consumers adapting to it. While Indian streaming services likeHotstar and Jio Cinema has gained a stronger foothold, global players like Netflix and…
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Impact of functional interdependency on employee satisfaction with performance appraisal in the real estate industry

Unbiased performance appraisal tends to bolster the performance of employees. The studies indicate several inadequacies with the current performance appraisal systems. Functional interdependence is one such factor that has been ignored. The study aims to find the factors that can improve the satisfaction with performance appraisal of employees whose deliverables are highly interdependent on other…
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Experimental Design

Instrument Development

This presentation is based on Scale construction by Robert F. DeVellis

SEM – AMOS Slide 4

Structural Equation Modeling

Conceptual Model Building