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vaitybharati / P18.-Hypothesis-Testing-2-Sample-2-Tail-Test-Drugs-and-Placebos-

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Hypothesis-Testing-2-Sample-2-Tail-Test-Drugs-and-Placebos. Note: This python code states both 2-sample 1-tail and 2-sample 2-tail codes. Treatment group mean is Mu1 Contrl group mean is Mu2 2-sample 2-tail ttest Assume Null Hypothesis Ho as Mu1 = Mu2 Thus Alternate Hypothesis Ha as Mu1 ≠ Mu2.

python numpy pandas p-value stats scipy hypothesis-testing independent-variables two-sample-t-test significance-testing null-hypothesis t-score alternate-hypothesis
  • Updated May 19, 2021
  • Jupyter Notebook
Dunbar-Number-t-test

pkhiyara / Dunbar-Number-t-test

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An R project that conducts a hypothesis test to analyze the validity of Robin Dunbar's claim that humans only have the capacity to keep track of a maximum of 150 people (Dunbar's Number) at a time. Through this project, Dunbar's hypothesis is investigated with the use of multiple t-tests conducted over a Facebook usage dataset.

facebook r t-test hypothesis-testing ttest one-sample-t-test two-sample-t-test t-tests hypothesis-tests
  • Updated Jan 5, 2020
  • R

OGCJN / Tail-approximations-for-the-Student-t--F--and-Welch-statistics

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We present a detailed study of the asymptotic behavior of the distribution of the tails of these, perhaps, most commonly used statistical tests under non-standard conditions, that is, releasing the underlying assumptions of normality, independence and identical distribution and considering a more general case where one only assumes that the vect…

sample statistics extreme value small t-test size theory one-sample-t-test two-sample-t-test f-test welch-statistic small-sample-size high-throughput-screening
  • Updated Feb 3, 2018
  • Mathematica

UdeshikaDissa / Linear-Regression_R

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The objective of this study is to determine whether a human body circumference measurement could be used as a general indicator for human body fat percentage. Such body circumference measurement could then be used to predict the body fat percentage by establishing a simple linear formula. The study will further assess how well this linear formul…

linear-regression confidence-intervals data-wrangling hypothesis-testing r-studio two-sample-t-test
  • Updated May 13, 2021

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