20230121_Sampling in Python

eenimeeniminim0·2023년 1월 21일
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꾸준하기 정말 어렵다...
그리고 갈수록 내용이 어렵네...
통계를 너무 까먹었나보다...
공부하자...

Lesson learned

  • Chapter1

    • Sampling basics
    • Selection bias
    • Pseudo-random numbers
  • Chapter2

    • Simple random sampling
    • Systematic sampling
    • Stratified sampling
    • Cluster sampling
  • Chapter3

    • Sample size and population parameters
    • Creating sampling distribution
    • Approximate vs. actual sampling dist'ns
    • Central limit theorem
  • Chapter4

    • Bootstrapping from a single sample
    • Standard error
    • Confidence intervals
  • The most important thigs

    • The std. deviation of a bootstrap statistic is a good approximation of the standard error
    • Can assume bootstrap distributions are normally distributed for confidence intervals
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