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Statistics

HomeArchive by Category "Statistics" (Page 3)
25 May
Statistics

Solving Statistics Assignments: Choosing the Right Statistical Test

  • June 14, 2025
  • By author-avatar Byron Otieno
  • 0 comments
Have you ever stared at your statistics assignment wondering which test to use? You're not alone. Selecting the appropriate statistical...

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25 May
Statistics

Model Selection: Understanding AIC and BIC in Statistical Modeling

  • May 25, 2025
  • By author-avatar Byron Otieno
  • 0 comments
When faced with multiple statistical models, how do you determine which one is best? Model selection criteria like AIC and BIC provide ...

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23 May
Statistics

Assumptions of Regression Model

  • May 24, 2025
  • By author-avatar Byron Otieno
  • 0 comments
Regression analysis is one of the most widely used statistical techniques in data science, economics, and research. However, for regres...

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23 May
Statistics

Overfitting and Underfitting

  • September 23, 2025
  • By author-avatar Billy Osida
  • 0 comments
Overfitting and underfitting represent the Scylla and Charybdis of machine learning—twin dangers that every data scientist must navigat...

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23 May
Statistics

Chi-Square Test: Goodness-of-Fit and Independence

  • May 23, 2025
  • By author-avatar Byron Otieno
  • 0 comments
Introduction to Chi-Square Tests Have you ever wondered how statisticians determine if observed data fits an expected pattern or if ...

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08 May
Statistics

Laws of Total Probability

  • June 15, 2025
  • By author-avatar Byron Otieno
  • 0 comments
The Law of Total Probability serves as a fundamental bridge between conditional probabilities and unconditional probabilities, making i...

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08 May
Statistics

The Law of Large Numbers: Understanding Probability’s Fundamental Principle

  • September 23, 2025
  • By author-avatar Billy Osida
  • 0 comments
The Law of Large Numbers stands as one of the cornerstone principles in probability theory and statistics, providing a mathematical fou...

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08 May
Statistics

Classification Analysis: k-NN, SVM, and Decision Trees

  • September 23, 2025
  • By author-avatar Billy Osida
  • 0 comments
Introduction Understanding classification algorithms is essential for solving real-world prediction problems. k-Nearest Neighbors (k...

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08 May
Statistics

Correlation vs Causation: Understanding the Critical Difference

  • June 15, 2025
  • By author-avatar Byron Otieno
  • 0 comments
Introduction: The Correlation-Causation Conundrum Understanding the difference between correlation and causation is fundamental to c...

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08 May
Assignment Help, Statistics

Mastering Case Studies in Business School

  • September 23, 2025
  • By author-avatar Billy Osida
  • 0 comments
Introduction Case studies form the backbone of business school education, challenging students to apply theoretical knowledge to rea...

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