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Data analysis using SPSS Course

دبلومة متخصصة فى مجال التحليل الإحصائي للأبحاث و الرسائل العلمية فى المجالات العلمية المختلفة و الطبية ( الطب -طب الأسنان - الصيدلة- العلاج الطبيعي -الطب البيطري- التمريض- الزراعة - العلوم) ا

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Course Hours

40 Hours

Levels

6

Views

1162

instructor
Dr/ abdallah soliman
3 courses

حاصل على الدكتوراة فى الإحصاء التطبيقي (تخصص إحصاء حيوي)

Biostatics using SPSS

A course of applied statistics in science fields, medicine, agricultures, which introduce important statistical tools in collection, analysis and present data.

lessons

Attachemnets

  • WhatsApp Group
  • SPSS Packages
  • Data set used in the course
  • Exams

Level 1

  • Introduction to the course
  • How to determine sample size and use excel to sample
  • How to draw samples and general guidelines
  • A fast look on SPSS Package
  • Frequency tables& crosstabs1
  • Frequency tables& crosstabs 2
  • Frequency tables& crosstabs3
  • Frequency tables& cross-tabs 4
  • Frequency tables& crosstabs5
  • Frequency tables& crosstabs6
  • Reliability&Validity1
  • Reliability&Validity 2
  • Reliability&Validity3
  • Reliability&Validity4
  • Measures of association 1
  • Measures of association 2
  • Measures of association 3

Level 2

  • Parametric Tests introduction
  • Parametric tests Applications
  • Non parametric tests introduction
  • Non Parametric tests 2
  • Regression Analysis Introduction
  • Simple Linear regression 1
  • Simple Linear regression 2
  • Multiple Linear regression introduction
  • Multiple Linear regression Applications
  • Logistic regression
  • Binary logistic regression introduction
  • Binary Logistic Regression applications
  • Ordinal logistic regression
  • Multinomial logistic regression
  • How to report regression analysis outputs

Level 3

  • Basics of factor analysis
  • Applying factor analysis example 1_L1
  • Applying factor analysis example 1_L2
  • Applying factor analysis example 2
  • Improving factor results
  • Basics of two way Anova
  • Applying two way ANOVA using SPSS example1
  • Applying two way ANOVA using SPSS example2
  • ANCOVA basics and first example
  • ANCOVA second example
  • Basics of MANOVA
  • MANOVA_ example 1
  • Basics of MANCOVA and example 1
  • Two way MANCOVA

Longitudinal data analysis

  • Basics of longitudinal data analysis
  • Techniques of analysis repeated measures
  • Generalized estimation equation
  • General linear mixed model
  • Generalized linear mixed model example 1
  • Generalized linear mixed model example 2
  • longitudinal experimental data using GLMM
  • Generalized estimation equation: example
  • Anova for Longitudinal data analysis: example1
  • Anova for Longitudinal data analysis: example2
  • How to report longitudinal data analysis
  • longitudinal attachments

Survival analysis

  • Introduction to life tables
  • life table explanation
  • life table example
  • Kaplan- Meier as alternative to life tables
  • Kaplan- Meier practical example
  • Cox regression