Estimators

  • 3 Posts
  • 1 Sections
  • 1 Types
August 31, 2024 4 min read Definitions
Asymptotic Theory: Understanding the Limiting Behaviour of Estimators
Mathematics Statistics Asymptotic Theory Estimators Sample Size Limiting Behaviour Distributions
Asymptotic Theory delves into the limiting behaviour of estimators and functions of estimators, their distributions, and moments as the sample size approaches infinity. It provides approximations in finite sample inference when the true finite sample properties are unknown.
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August 31, 2024 4 min read Definitions
Errors in Variables Bias: Understanding the Impact of Measurement Errors
Economics Statistics Bias Measurement Errors Data Quality Estimators Statistical Methods
Exploring the bias introduced in estimators due to measurement errors in data, its implications, and mitigation techniques.
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August 31, 2024 3 min read Definitions
Statistic: A Function of the Sample of Observations
Mathematics Statistics Descriptive Statistics Estimators Test Statistics Data Analysis Statistical Inference
Exploring the concept of statistics, its types, historical context, and applications in various fields.
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