Statistics And Probability 2.0
📊 Statistics and Probability 2.0 | Complete & Updated Series by GP Sir
Get ready to master Statistics and Probability with this 2.0 version – upgraded with clearer explanations, tougher questions, and exam-oriented strategies by GP Sir. Whether you're preparing for GATE, CSIR-NET, IIT JAM, or university exams, this playlist will help you build strong concepts and score high.
📌 Topics Covered:
✅Overview, Sample Space & Types of Events
✅Probability & Additional Theorem
✅Probability of Independent Events & Some Deduction
✅Conditional Probability
✅Discrete Random Variable & Probability Mass Function
✅Mathematical Expectation
✅Pearson's Coefficient, Skewness & Kurtosis
✅CHI-Square Distribution | Concept & Example
✅CHI-Square Distribution | Main Variance, Mode, Skewness
✅CHI-Square Distribution | Limiting Form & Important Theorem
✅Testing of Hypothesis – CHI-Square Test | Independence of Attributes
✅Testing of Hypothesis – CHI-Square Test | Population Variance
✅Log-Normal Distribution | Mean & Variance (MGF)
✅Weibull Distribution | Mean & Variance (MGF)
✅Laplace Distribution / Double Exponential Distribution
✅Cauchy Distribution | Proof & Examples
✅Gamma & Beta Distribution | Examples, Mean & Variance
...and more.
📚 Ideal For:
.GATE | CSIR-NET | IIT JAM | UPSC | B.Sc. | B.Tech. Students
.Anyone who wants a solid foundation in Probability & Stats
.Learners who need a quick yet deep revision
🎯 Learn with logic, revise with confidence — only with GP Sir’s 2.0 Series!
Curated by: Dr.Gajendra Purohit (67 videos)
Tracks in this Playlist
- Overview, Sample Space & Types of Events | By GP Sir
- Probability & Additional Theorem | By GP Sir
- Probability of Independent Events & Some Deduction | By GP Sir
- Conditional Probability | By GP Sir
- Bayes' Theorem | Probability | By GP Sir
- Discrete Random Variable & Probability Mass Function | By GP Sir
- Continuous Random Variable & Probability Density Function | By GP Sir
- Mathematical Expectation | By GP Sir
- Variance of Random Variable | By GP Sir
- Moments about a Point, Moment about Mean & Origin | By GP Sir
- Pearson's Coefficient, Skewness & Kurtosis | By GP Sir
- Binomial Distribution | Mean and Variance | By GP Sir
- MGF, CF & Recurrence Relation | By GP Sir
- Fitting of Binomial Distribution | Mean and Variance | By GP Sir
- Poisson Distribution | By GP Sir
- Poisson Distribution | Mean and Variance | By GP Sir
- Poisson Distribution | MGF, Recurrence Relations and Fitting | By GP Sir
- Normal Distribution | Mean and Variance | By GP Sir
- Normal Distribution | MGF & Standard Normal Distribution | By GP Sir
- Normal Distribution | Area Under The Standard Probability Curve | By GP Sir
- Normal Distribution | Area Under The Standard Probability Curve | By GP Sir
- Uniform Distribution | Mean, Variance & M.G.F | By GP Sir
- Exponential Distribution | By GP Sir
- Bivariate Discrete Random Variable | By GP Sir
- Bivariate Continuous Random Variable, Joint PDF, Marginal PDF x and y | By GP Sir
- Correlation Coefficient Concept & Example | By GP Sir
- Rank Correlation Coefficient | Spearman Rank Correlation | By GP Sir
- Rank Correlation Coefficient Part 2 | Spearman Rank Correlation | By GP Sir
- Regression Coefficients & Line of Regression | By GP Sir
- Angle between Two Lines of Regression | By GP Sir
- Curve Fitting of Straight Line | By GP Sir
- Parabolic Curve Fitting | By GP Sir
- Partial Correlation | By GP Sir
- Multiple Correlation | By GP Sir
- Gamma Distribution | Mean & Variance M.G.F | By GP Sir
- Beta Distribution of First Kind | Mean, Variance & Harmonic Mean | By GP Sir
- Beta Distribution of Second Kind | Mean, Variance & Harmonic Mean | By GP Sir
- Gamma & Beta Distribution Important Example | By GP Sir
- Cauchy Distribution | Proof & Examples | By GP Sir
- Laplace Distribution | Double Exponential Distribution | By GP Sir
- Weibul Distribution | Mean & Variance MGF | By GP Sir
- Log Normal Distribution | Mean & Variance MGF | By GP Sir
- CHI - Square Distribution | Concept & Example By GP Sir
- CHI - Square Distribution | Mean, Variance, Mode, Skewness, Kurtosis MGF | By GP Sir
- CHI - Square Distribution | Limiting Form Important Theorem By GP Sir
- CHI -Square Test of Testing of Hypothesis | Population of Variance By GP Sir
- CHI -Square Test of Testing Hypothesis | Independence of Attribute By GP Sir
- CHI Square Test Explained | Testing of Hypothesis | Goodness of Fit | By GP Sir
- CHI Square Test Explained | Hypothesis Testing & Yates Correction | By GP Sir
- T Distribution | PDF Derivation & Theory | By GP Sir
- T Distribution | Mean, Variance, Mode & Limiting Case Explained | By GP Sir
- t - Test Population Mean | Hypothesis Testing Explained Simply | By GP Sir
- t - Test | Difference Between Two Means | Hypothesis Testing Step by Step | By GP Sir
- Paired t - Test Explained | Hypothesis Testing Made Easy | By GP Sir
- t - Test | Hypothesis Testing of Correlation Coefficient Explained Simply | By GP Sir
- F - Distribution | Concept & Derivation of PDF | By GP Sir
- F - Distribution | Mean, Median & Mode Complete Derivation | By GP Sir
- F - Test | Hypothesis Testing Variance Ratio Test | By GP Sir
- Fisher's Z Distribution | Complete Concept & Derivation of PDF of Fisher's Z Distribution By GP Sir
- Fisher's Z Test | Hypothesis Testing | Concept & Example By GP Sir
- Fisher's Z Test | Hypothesis Testing | Difference Between Correlation Coefficient By GP Sir
- Testing of Hypothesis for Large Sample | About Population Mean By GP Sir
- Testing of Hypothesis for Large Sample | Difference Two Population Mean | By GP Sir
- Testing of Hypothesis for Large Sample | About Population Proportion | By GP Sir
- Testing of Hypothesis for Large Sample | Difference Between Two Population Proportion | By GP Sir
- Hypothesis Testing | Type 1 & Type 2 | By GP Sir
- ANOVA and It's Types | One Way ANOVA (CRD) | Analysis of Variance Explained | By GP Sir