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تحميل Descriptive Statistics with Excel

Mathematics 2023-11-16

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عدد الدروس 88

قسم Mathematics

Tutorial 01 What is Statistics | Descriptive Statistics VS Inferential Statistics with examples

Tutorial 02 Sample vs Population in Statistics

Tutorial 03 Probability Sampling vs non Probability Sampling all types

Tutorial 04 Practical in R Probability Sampling vs Non Probability Sampling all types

Tutorial 05 What is Variable in Statistics | Qualitative vs Quantitative data in Statistics

Tutorial 06 Random Variable in Statistics | Discrete and Continuous Random Variable

Tutorial 07 Frequency Distribution for Grouped and Ungrouped Data in Statistics

Tutorial 08 Part 1 Central Tendency Measures | Arithmetic Harmonic Geometric Square Root Means

Tutorial 09 Part 2 Central Tendency Measures | Arithmetic Mean Median Mode Weighted Mean in Stats

Tutorial 10 Part 3 Central Tendency Measures using Excel and R Programming Language

Tutorial 11 Measures of Variation | Variance Standard Deviation Range and Coefficient of Variation

Tutorial 12 Practical Excel and R Variance Standard Deviation Coefficient of Variation

Tutorial 13 Normal Distribution in Statistics | Gaussian distribution

Tutorial 14 Standard Normal Distribution | Measure of Position Z Score

Tutorial 15 Percentile Measure of Position | Percentile VS Percentage

Tutorial 16 Quartiles in Statistics Q1 Q2 Q3 IQR | Measure of Position Quartiles

Tutorial 17 Decile in Statistics | Measure of Position Decile

Tutorial 18 Combination vs Permutation in Statistics with Examples

Tutorial 19 Covariance VS Correlation | Spearman Rank Correlation VS Pearson Correlation

Tutorial 20 Covariance Matrix in Statistics | Covariance Matrix using Excel

Tutorial 21 What is Probability Experiment Event Sample Space in Statistics

Tutorial 22 Mutually Exclusive and Non Mutually Exclusive Probability

Tutorial 23 Joint Probability vs Conditional Probability vs Marginal Probability

Tutorial 24 What is Central Limit Theorem in Statistics and Probability

Tutorial 25 Skewness and Kurtosis of Distribution EXPLAIN

Tutorial 26 Scatter Plot vs Line Graph vs Dot Plot | Data Visualization in Statistics

Tutorial 27 Bar Graph VS Histogram Definition Working and differences

Tutorial 28 Box Plot vs Violin Plot in Data Visualization Statistics

Tutorial 29 Pie Chart in Data Visualization Statistics

Tutorial 30 Quantile Quantile Q Q Plot in Data Visualization Statistics

Tutorial 31 Contour Plot in Data Visualization Statistics

Tutorial 32 RM vs PMF vs PDF vs CDF in Probability Distribution Function Statistics

Tutorial 33 The Moments in Statistics | Moments of a Statistical Distribution

Tutorial 34 Bernoulli Distribution and Bernoulli Trials

Tutorial 35 Binomial Distribution in Probability | Binomial Distribution vs Bernoulli Distribution

Tutorial 36 Negative Binomial Distribution in Probability

Tutorial 37 Geometric Distribution in Probability

Tutorial 38 Poisson Distribution in Probability

Tutorial 39 Hypergeometric Distribution in Probability

Tutorial 40 Multinomial Distribution in Probability

Tutorial 41 Exponential Distribution in Probability

Tutorial 42 Uniform Distribution Discrete or Continuous in Probability

Tutorial 43 Log Normal Distribution in Probability

Tutorial 44 Power Law and Pareto Distributions in Probability | Box Cox Transformation

Tutorial 45 Beta Distribution of First Kind and Second Kind in Probability

Tutorial 46 Gamma Distribution in Probability | Standard Gamma Distribution

Tutorial 47 Weibull Distribution | Two parameter vs Three parameter Weibull Distribution in Prob

Tutorial 48 Inverse Gamma Distribution in Probability

Tutorial 49 Cauchy Distribution in Probability | Cauchy Distribution vs Normal Distribution

Tutorial 50 Chebyshev Inequality and Chebyshev s Theorem in Statistics and Probability

Tutorial 51 Distributions in Excel Bernoulli Binomial Negative Binomial Distributions

Tutorial 52 Distributions in Excel Poisson Exponential and Geometric Distributions

Tutorial 53 Distributions in Excel Hypergeometric and Multinomial Distributions

Tutorial 54 Distributions in Excel Normal Distribution and Lognormal Distribution in Excel

Tutorial 55 Sequence VS Series | Convergence Divergence and Oscillation Series

Tutorial 56 Law of Large Numbers | Weak and Strong Laws of the Large Numbers

Tutorial 57 What is Benford s Law | Benford Law Explained

Tutorial 58 Zipf s Law Explained | Zipf s Law in Data Science

Tutorial 59 Stochastic Process vs Deterministic Process | Stochastic Model vs Deterministic Model

Tutorial 60 What is Monte Carlo Simulation and How Does it Work

Tutorial 61 Markov Chain Stochastic Process Clearly Explained

Tutorial 62 Hidden Markov Model HMM A Statistical Model

Tutorial 63 Estimation in Statistics | Types of Estimation | Estimation Terminologies

Tutorial 64 Hypothesis Testing in Statistics | Terms used in Hypothesis Testing

Tutorial 65 Type I and Type II Error Statistics | Parametric VS Non Parametric Test

Tutorial 66 One Sample and Two Sample Test in Hypothesis Testing | Z Test in Hypothesis Testing

Tutorial 67 Z Test All Types | Test of Significance of Attributes

Tutorial 68 Confidence Level vs Confidence Interval | Z score given Confidence Level

Tutorial 69 P Value Hypothesis Testing | P Value Explained

Tutorial 70 Part I Student s t Test | T Test Types Formula and Properties

Tutorial 71 Part II Student s t Test | Paired and Unpaired Student s t test

Tutorial 72 Part III Student s t Test |T test for Two Dependent samples AND Correlation Coefficient

Tutorial 73 F Distribution in Statistics | F Test in Statistics

Tutorial 74 Part I Analysis of Variance ANOVA Simply Explain

Mathematics
2023-11-16