Two Best Ways to Fix Missing Data in SPSS

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  • Опубликовано: 23 сен 2023
  • In this video, I demonstrated how to use "Regression Base Imputation and Expectation-Maximization Algorithm" to fix missing data in a dataset as the two different methods I considered as the "Two Best Ways to Fix Missing Data in SPSS".
    In this video, the illustrations are simplified and made easy to follow and replicate. So, I encourage you to see or watch this video to the end.
    If the size of your dataset is not large, or if the length of your dataset is short, and trying to fix the missing data in it by deleting some rows or observation as necessary will reduce the size or length of your dataset, and might make you lose some useful information. So, using "REGRESSION BASE IMPUTATION (RBI) and EXPECTATION-MAXIMIZATION ALGORITHM (EMA) can help to preserve the size and length of your dataset and the inherent information without introducing outliers that can make the data bias.
    So, regardless of the size of your data and the type of your data, always use RBI or EMA as the the best method to fix the missing data in your dataset.
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    Titocan Mark Solutions (TMS) is a RUclips Channel that improves the knowledge of how to do things in many endeavours, Please, encourage education and learning by liking and kindly subscribing to this channel, and so that we begin to send you notifications every time I publish new video content. Thank you.
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Комментарии • 12

  • @FonyuyRodrick
    @FonyuyRodrick 3 месяца назад +1

    You're the best Sir

  • @najeebullahahmadzai5160
    @najeebullahahmadzai5160 Месяц назад

    Thank you brother, it was really helpful for me.

  • @bara2shorman638
    @bara2shorman638 10 дней назад

    Is there any faster way to label the imputed data? rather than labeling the values individually as it is shown in the video which is not convenient in large dataset.

  • @isatalove71
    @isatalove71 9 месяцев назад

    Hi Mark
    Thanks for your teaching on SPSs data , I am a novice in statistics. I will like to get in-touch with you as I am currently writing my dissertation

    • @TitocanMarkSolutions
      @TitocanMarkSolutions  9 месяцев назад

      How can I help you?

    • @isatalove71
      @isatalove71 9 месяцев назад

      I have followed your tutorial but got lost on the way please , can I email you

    • @TitocanMarkSolutions
      @TitocanMarkSolutions  9 месяцев назад

      @@isatalove71
      This is my direct contact: asktitocan@gmail.com.
      Yes, you can email me.

    • @isatalove71
      @isatalove71 9 месяцев назад

      Dear Mark
      I transferred my data set from my excel to SPSs, however I noticed most of the data was missing, I think this is because the excel dose not identify with row that state reason for admissions. I try to reply back on link but didn’t go through
      Sent from my iPhone

  • @user-vy6zc3ho1z
    @user-vy6zc3ho1z 9 месяцев назад

    Please can you give me how to correct errior when do data analysis the chart like table one chart go to below table two or threr that is my problem i can solve

  • @reed6520
    @reed6520 8 месяцев назад

    'Promo SM' 👇