Linear Transformations (in a Descriptive Statistics Setting)

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  • Опубликовано: 1 окт 2024
  • I discuss linear transformations, in the context of descriptive statistics. I discuss what a linear transformation is, give an example, discuss the effect of the linear transformation on various summary statistics, and work through a numerical example.
    The temperature data is from here:
    climate.weathe...
    (The original data was given in Celsius, but I converted it to Fahrenheit for use in this video.)
    0:00 Introduction and example
    1:36 Illustration of the effect of the additive constant on measures of central tendency and variability.
    3:58 Illustration of the effect of the multiplicative constant on measures of central tendency and variability.
    6:52 Formulas for the new mean, standard deviation, and variance after the linear transformation.
    7:50 A numerical example of the effect of a linear transformation on the mean, median, standard deviation, and variance (converting temperatures from Fahrenheit to Celsius).
    R code to calculate the mean and standard deviation for the examples:
    mean(c(3,4,5))
    [1] 4
    sd(c(3,4,5))
    [1] 1

Комментарии • 10

  • @andyl.5998
    @andyl.5998 3 года назад +5

    It's great to see that Prof. Balka is uploading new videos again!

  • @satishpanchal2540
    @satishpanchal2540 9 месяцев назад +2

    Such a great Video. I loved the explanation. Please make more such videos

    • @jbstatistics
      @jbstatistics  9 месяцев назад +1

      Thanks for the kind words!

  • @cococnk388
    @cococnk388 2 года назад +1

    Great teachings

  • @stayinthepursuit8427
    @stayinthepursuit8427 3 года назад

    Nice, you're back! can you also make something on similar transformations, thanks

  • @avawilson7525
    @avawilson7525 7 месяцев назад

    Fantastic video, super helpful to understanding!!!

    • @jbstatistics
      @jbstatistics  7 месяцев назад

      Thanks! I'm glad I could help!

  • @mdmahmudhasan1645
    @mdmahmudhasan1645 2 года назад

    Very basic topic , nice explanation

  • @kamzzaa7265
    @kamzzaa7265 9 месяцев назад

    Gold

  • @codyzheng8838
    @codyzheng8838 2 года назад

    very useful!