p-value
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Analyze A/B Test for an E-commerce website
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Aug 13, 2020 - Jupyter Notebook
Learn how to use R and statistics in order to analyze vehicle data
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Feb 26, 2022 - R
Cookie Cats is a hugely popular mobile puzzle game, it's a classic "connect three"-style puzzle game. in this notebook we're going to analyze an AB-test where we moved the first gate in Cookie Cats from level 30 to level 40. In particular, we will look at the impact on player retention.
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Mar 27, 2023 - Jupyter Notebook
Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t
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May 6, 2024 - Jupyter Notebook
This is a simple app that takes a standard normal statistic and displays the probability of achieving that value or greater in a standard normal distribution. In other words it takes a (z) value and gives a p-value.
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Dec 9, 2017
Hypothesis-Testing-2-Proportion-T-test-Students-Jobs-in-2-States. Assume Null Hypothesis as Ho is p1-p2 = 0 i.e. p1 ≠ p2. Thus Alternate Hypthesis as Ha is p1 = p2. Explanation of bernoulli Binomial RV: np.random.binomial(n=1,p,size) Suppose you perform an experiment with two possible outcomes: either success or failure. Success happens with pro…
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May 20, 2021 - Jupyter Notebook
Threshold and p-value computations for Position Weight Matrices
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Dec 15, 2021 - Julia
Assignments made for the Machine Learning Course held at Ain Shams University [2021-2022]
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Jun 29, 2022 - Jupyter Notebook
Used libraries and functions as follows:
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Sep 12, 2022 - Jupyter Notebook
Bootstrap p-values, including convenience functions for regression models.
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Sep 28, 2023 - R
Hypothesis-Testing-Chi2-Test-Human-Gender-and-Choice-of-Pets. Assume Null Hypothesis as Ho: Human Gender and choice of pets is independent and not related. Thus Alternate Hypothesis as Ha : Human Gender and choice of pets is dependent and related. As (p_valu=0.1031) > (α = 0.05); Accept Null Hypothesis i.e Independence among categorical variable…
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May 27, 2021 - Jupyter Notebook
using hypothesis testing and regression to analyze data about the new feature in the application
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Jun 11, 2022 - Jupyter Notebook
R programming and its application to data analysis and statistical methods
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Mar 29, 2022 - R
A stastical analysis report using R.
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Jun 21, 2022 - R
A/B testing projects
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Jun 30, 2023 - Jupyter Notebook
Usual linear regression or XGBoost? Combo! Or how I was investigating the impact of intellectual capital on NASDAQ-100 capitalization during 2 years.
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Sep 25, 2023
Emotion Analysis with Transformers
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Dec 11, 2022 - Jupyter Notebook
Pearson's Chi-Square Test of Independence for NYHA and KCCQ
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Aug 9, 2020 - R
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