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Introduction to statistics. Will eventually cover all of the major topics in a first-year statistics course (not there yet!)

Self-Study Content
  1. Statistics: The Average

    More free lessons at: http://www.khanacademy.org/video?v=uhxtUt_-GyM Introduction to descriptive st

  2. Statistics: Sample vs. Population Mean

    The difference between the mean of a sample and the mean of a population.

  3. Statistics: Variance of a Population

    More free lessons at: http://www.khanacademy.org/video?v=6JFzI1DDyyk Variance of a population.

  4. Statistics: Sample Variance

    More free lessons at: http://www.khanacademy.org/video?v=Qf3RMGXR-h8 Using the variance of a sample

  5. Statistics: Standard Deviation

    More free lessons at: http://www.khanacademy.org/video?v=HvDqbzu0i0E Review of what we've learned.

  6. Statistics: Alternate Variance Formulas

    More free lessons at: http://www.khanacademy.org/video?v=sRVGcYGjUk8 Playing with the formula for v

  7. Introduction to Random Variables

    More free lessons at: http://www.khanacademy.org/video?v=IYdiKeQ9xEI Introduction to random variabl

  8. Probability Density Functions

    More free lessons at: http://www.khanacademy.org/video?v=Fvi9A_tEmXQ Probability density functions

  9. Binomial Distribution 1

    More free lessons at: http://www.khanacademy.org/video?v=O12yTz_8EOw Introduction to the binomial d

  10. Binomial Distribution 2

    More free lessons at: http://www.khanacademy.org/video?v=FI8xtVaI068 More on the binomial distribut

  11. Binomial Distribution 3

    More free lessons at: http://www.khanacademy.org/video?v=vKNpQ_KTXvE Basketball binomial distributi

  12. Binomial Distribution 4

    More free lessons at: http://www.khanacademy.org/video?v=H0ZgOGWUcJw Using Excel to visualize the b

  13. Expected Value: E(X)

    More free lessons at: http://www.khanacademy.org/video?v=j__Kredt7vY Expected value of a random var

  14. Expected Value of Binomial Distribution

    More free lessons at: http://www.khanacademy.org/video?v=SqcxYnNlI3Y Expected value of a binomial d

  15. Poisson Process 1

    More free lessons at: http://www.khanacademy.org/video?v=3z-M6sbGIZ0 Introduction to Poisson Proces

  16. Poisson Process 2

    More free lessons at: http://www.khanacademy.org/video?v=Jkr4FSrNEVY More of the derivation of the

  17. Law of Large Numbers

    More free lessons at: http://www.khanacademy.org/video?v=VpuN8vCQ--M Introduction to the law of lar

  18. Normal Distribution Excel Exercise

    More free lessons at: http://www.khanacademy.org/video?v=yTGEMoaWDCQ (Long-26 minutes) Presentation

  19. Introduction to the Normal Distribution

    More free lessons at: http://www.khanacademy.org/video?v=hgtMWR3TFnY Exploring the normal distribut

  20. ck12.org Normal Distribution Problems: Qualitative sense of normal distributions

    More free lessons at: http://www.khanacademy.org/video?v=79duxPXpyKQ Discussion of how

  21. ck12.org Normal Distribution Problems: z-score

    More free lessons at: http://www.khanacademy.org/video?v=Wp2nVIzBsE8 Z-score practice

  22. ck12.org Normal Distribution Problems: Empirical Rule

    More free lessons at: http://www.khanacademy.org/video?v=OhRr26AfFBU Using the empirical rule (or 6

  23. ck12.org Exercise: Standard Normal Distribution and the Empirical Rule

    More free lessons at: http://www.khanacademy.org/video?v=2fzYE-Emar0 Using the Empirical Rule with

  24. ck12.org: More Empirical Rule and Z-score practice

    More free lessons at: http://www.khanacademy.org/video?v=itQEwESWDKg More Empirical Rule and Z-scor

  25. Central Limit Theorem

    More free lessons at: http://www.khanacademy.org/video?v=JNm3M9cqWyc Introduction to the central li

  26. Sampling Distribution of the Sample Mean

    More free lessons at: http://www.khanacademy.org/video?v=FXZ2O1Lv-KE The central limit theorem and

  27. Sampling Distribution of the Sample Mean 2

    More free lessons at: http://www.khanacademy.org/video?v=NYd6wzYkQIM More on the Central Limit Theo

  28. Standard Error of the Mean

    More free lessons at: http://www.khanacademy.org/video?v=J1twbrHel3o Standard Error of the Mean (a.

  29. Sampling Distribution Example Problem

    More free lessons at: http://www.khanacademy.org/video?v=0ZstEh_8bYc Figuring out the probability o

  30. Confidence Interval 1

    More free lessons at: http://www.khanacademy.org/video?v=bekNKJoxYbQ Estimating the probability tha

  31. Mean and Variance of Bernoulli Distribution Example

    More free lessons at: http://www.khanacademy.org/video?v=O8vB1eInP_8 Mean and Variance of Bernoulli

  32. Bernoulli Distribution Mean and Variance Formulas

    More free lessons at: http://www.khanacademy.org/video?v=ry81_iSHt6E Bernoulli Distribution Mean an

  33. Margin of Error 1

    More free lessons at: http://www.khanacademy.org/video?v=OwPSuHXmiPw Finding the 95% confidence int

  34. Margin of Error 2

    More free lessons at: http://www.khanacademy.org/video?v=YclQE2XtaLw Finding the 95% confidence int

  35. Confidence Interval Example

    More free lessons at: http://www.khanacademy.org/video?v=SeQeYVJZ2gE Confidence Interval Example

  36. Small Sample Size Confidence Intervals

    More free lessons at: http://www.khanacademy.org/video?v=K4KDLWENXm0 Constructing small sample size

  37. Hypothesis Testing and P-values

    More free lessons at: http://www.khanacademy.org/video?v=-FtlH4svqx4 Hypothesis Testing and P-value

  38. One-Tailed and Two-Tailed Tests

    More free lessons at: http://www.khanacademy.org/video?v=mvye6X_0upA One-Tailed and Two-Tailed Test

  39. Z-statistics vs. T-statistics

    More free lessons at: http://www.khanacademy.org/video?v=5ABpqVSx33I Z-statistics vs. T-statistics

  40. Type 1 Errors

    More free lessons at: http://www.khanacademy.org/video?v=EowIec7Y8HM Type 1 Errors

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