Dr. Mahmoud Omar (Statistics)
Dr. Mahmoud Omar (Statistics)
  • Видео 587
  • Просмотров 984 709
Exploratory Factor Analysis EFA versus Confirmatory Factor Analysis CFA
Analyze, questionnaire, data, Survey, points, Likert, scale, Continuous scale, Nominal, Instrument, Demographic data, Sex, Occupation, Education, experiences, Family members, Items, Questions, Response, Ordinal, dichotomous, Outcome, Single item, Multiple items, Dependent variable, Independent variable (IV), Exploratory, Predictor, DV, Survey analysis methods, Data Preparation, Data cleaning, Remove, Duplicate, Incomplete, Errors responses, numerical values, categorical data, Multinominal, Code, Reverse coding, constructs, composite, Averages, Sums, Descriptive Analysis, Frequency distribution, Calculate , Summary statistics, Calculate measures, Mean, Median, Mode, SD, Range, IQ1, IQ3, Da...
Просмотров: 78

Видео

Meta analysis Hazard Ratio Odds Ratio Risk ratio Standardized Mean Difference in Review Manager
Просмотров 125День назад
Systematic review, Meta-analysis types, Subgroup meta-analysis, Heterogeneity test, Egger’s regression, Sensitivity analysis, Forest plot, Funnel plot, Effect size, PRISMA, Hedges’ g, Cohen’s d , OR, RR, Rate, Correlation, Fixed effects, Random effects mode, (I2), Overall effect size, Single group meta-analysis, Two group meta-analysis, Multiple group meta-analysis, Proportional meta-analysis, ...
Meta analysis for continuous outcome using Standardized Mean Difference SMD in Review Manager RevMan
Просмотров 10714 дней назад
Systematic review, Meta-analysis types, Subgroup meta-analysis, Heterogeneity test, Egger’s regression, Sensitivity analysis, Forest plot, Funnel plot, Effect size, PRISMA, Hedges’ g, Cohen’s d , OR, RR, Rate, Correlation, Fixed effects, Random effects mode, (I2), Overall effect size, Single group meta-analysis, Two group meta-analysis, Multiple group meta-analysis, Proportional meta-analysis, ...
Meta analysis for Binary outcome based on Risk Ratio RR in Review Manager RevMan
Просмотров 5821 день назад
Subgroup, meta-analysis, binary, outcome, Risk ratio, effect size, estimate, statistical method, summary, pairwise group, results, multiple studies, clinical, research, medial, clinical trials, overall, pooled, intervention, treatment, exposure, control, reference, unexposed, event, probability, data, variability, heterogeneity, inconsistency, categorical, variable, binomial, dichotomous, level...
Meta analysis binary outcome odds ratio in Review Manager RevMan
Просмотров 129Месяц назад
Subgroup, meta-analysis, binary, outcome, Risk ratio, effect size, estimate, statistical method, summary, pairwise group, results, multiple studies, clinical, research, medial, clinical trials, overall, pooled, intervention, treatment, exposure, control, reference, unexposed, event, probability, data, variability, heterogeneity, inconsistency, categorical, variable, binomial, dichotomous, level...
Assumptions for Factor Analysis FA
Просмотров 114Месяц назад
Factor analysis, constructs, components, factors, reduction, method, technique, mathematical, items, questions, questionnaire, survey, Likert scale, group, rotation, oblique, orthogonal, varimax, promax, Explore, exploratory, scale, instrument, assessment, loading, measure, descriptive, univariate, correlation matrix, coefficients, determinant, KMO Bartlett’s test, unrotated, scree plot, extrac...
Assumptions for Confirmatory Factor Analysis CFA
Просмотров 166Месяц назад
Confirmatory Factor analysis, CFA, questionnaire, scale, Likert scale, survey, data, factor analysis, EFA, latent factors, underlying structure, variables, data, complex approach, tests, hypothesis, items, associated, specific factors, relationships, observed variables, underlying latent factors, confirm, disconfirm, factor structure, data fit, hypothesized model, impose, number of factors, val...
Assumptions for Exploratory Factor Analysis EFA
Просмотров 117Месяц назад
Factor analysis, constructs, components, factors, reduction, method, technique, mathematical, items, questions, questionnaire, survey, Likert scale, group, rotation, oblique, orthogonal, varimax, promax, Explore, exploratory, scale, instrument, assessment, loading, measure, descriptive, univariate, correlation matrix, coefficients, determinant, KMO Bartlett’s test, unrotated, scree plot, extrac...
Principal Component Analysis PCA Assumptions
Просмотров 1822 месяца назад
Analyze, questionnaire, data, Survey, points, Likert, scale, Continuous scale, Nominal, Instrument, Demographic data, Sex, Occupation, Education, experiences, Family members, Items, Questions, Response, Ordinal, dichotomous, Outcome, Single item, Multiple items, Dependent variable, Independent variable (IV), Exploratory, Predictor, DV, Survey analysis methods, Data Preparation, Data cleaning, R...
Statistical methods for Analysis of Survey data Likert scale
Просмотров 4012 месяца назад
Analyze, questionnaire, data, Survey, points, Likert, scale, Continuous scale, Nominal, Instrument, Demographic data, Sex, Occupation, Education, experiences, Family members, Items, Questions, Response, Ordinal, dichotomous, Outcome, Single item, Multiple items, Dependent variable, Independent variable (IV), Exploratory, Predictor, DV, Survey analysis methods, Data Preparation, Data cleaning, R...
Principal Component Analysis Exploratory Factor Analysis Confirmatory Factor Analysis
Просмотров 1572 месяца назад
Analyze, questionnaire, data, Survey, points, Likert, scale, Continuous scale, Nominal, Instrument, Demographic data, Sex, Occupation, Education, experiences, Family members, Items, Questions, Response, Ordinal, dichotomous, Outcome, Single item, Multiple items, Dependent variable, Independent variable (IV), Exploratory, Predictor, DV, Survey analysis methods, Data Preparation, Data cleaning, R...
Confirmatory Factor analysis CFA questionnaire data
Просмотров 3352 месяца назад
Confirmatory Factor analysis, CFA, questionnaire, scale, Likert scale, survey, data, factor analysis, EFA, latent factors, underlying structure, variables, data, complex approach, tests, hypothesis, items, associated, specific factors, relationships, observed variables, underlying latent factors, confirm, disconfirm, factor structure, data fit, hypothesized model, impose, number of factors, val...
Change column size when typing in Excel
Просмотров 1182 месяца назад
cell, size, column, sheet, autofit, cell width, automatic, auto-size, adjust, change, resize, double click, drag, column side, view code, worksheet, entire column,
Principal Component Analysis PCA Exploratory Factor Analysis EFA
Просмотров 3733 месяца назад
Exploratory Factor analysis (EFA), 5-Point Likert Scale, Questionnaire, Survey, Data, Principal Factor Analysis (PFA) , Principal Axis Factoring (PAF), PCA is the first phase of EFA, Multivariate statistical method, scale, Statistical, method, variables, latent constructs, measured variables, unobserved, factors, relationships, assumptions, common variance, correlation, confirmatory factor anal...
Exploratory Factor Analysis EFA
Просмотров 1503 месяца назад
Exploratory Factor analysis (EFA), 5-Point Likert Scale, Questionnaire, Survey, Data, Principal Factor Analysis (PFA) , Principal Axis Factoring (PAF), PCA is the first phase of EFA, Multivariate statistical method, scale, Statistical, method, variables, latent constructs, measured variables, unobserved, factors, relationships, assumptions, common variance, correlation, confirmatory factor anal...
Selecting Cases Values from variables in SPSS
Просмотров 4923 месяца назад
Selecting Cases Values from variables in SPSS
Selecting Variables from Dataset in SPSS
Просмотров 1613 месяца назад
Selecting Variables from Dataset in SPSS
Multivariate Analysis
Просмотров 2704 месяца назад
Multivariate Analysis
Meta Analysis using Hazard ratio in Review manager RevMan
Просмотров 7104 месяца назад
Meta Analysis using Hazard ratio in Review manager RevMan
Principal Component Analysis and Factor Analysis
Просмотров 2154 месяца назад
Principal Component Analysis and Factor Analysis
Factor analysis FA versus principle component analysis PCA
Просмотров 1844 месяца назад
Factor analysis FA versus principle component analysis PCA
Principal Components Analysis for questionnaire data
Просмотров 3324 месяца назад
Principal Components Analysis for questionnaire data
Transforming 5 Points Likert scale to Nominal scale in SPSS
Просмотров 5465 месяцев назад
Transforming 5 Points Likert scale to Nominal scale in SPSS
Construct reliability in SPSS
Просмотров 3295 месяцев назад
Construct reliability in SPSS
Data codebook in SPSS
Просмотров 4055 месяцев назад
Data codebook in SPSS
How to change format of Pivot Table in SPSS
Просмотров 1735 месяцев назад
How to change format of Pivot Table in SPSS
Factor Analysis FA for Questionnaire Survey Data
Просмотров 8575 месяцев назад
Factor Analysis FA for Questionnaire Survey Data
How to analyze questionnaire survey data
Просмотров 3686 месяцев назад
How to analyze questionnaire survey data
How to do Data Cleaning in SPSS
Просмотров 4,3 тыс.6 месяцев назад
How to do Data Cleaning in SPSS
Missing values in Continuous Ordinal data in SPSS
Просмотров 5536 месяцев назад
Missing values in Continuous Ordinal data in SPSS

Комментарии

  • @Darya144415
    @Darya144415 10 часов назад

    Thanks, please continue uploading. We are watching and appreciating your efforts 🫡🙏

  • @mohammadal-kaabi4853
    @mohammadal-kaabi4853 День назад

    شرح ممتاز ووافي بارك الله فيك

  • @katyng29
    @katyng29 2 дня назад

    Dr. Mahmoud, I followed your video. I have 2 independent variables (include the concentration and pretreatment) and 1 dependent variable (scores) However, when using the non parametric test in the SPSS software, I cannot select the concentration and pretreatment into the grouping variables, I can only choose the scores into the testing variable. I have tried many times but still does not work, What can I do for this situation? Tank you very much!!!

  • @carokimeu4406
    @carokimeu4406 2 дня назад

    Poor teaching methodologies

    • @StatisticsTutor
      @StatisticsTutor 23 часа назад

      Hi This is not a complete 1 hr lecture.

    • @StatisticsTutor
      @StatisticsTutor 23 часа назад

      It is a short and concise teaching clip

    • @StatisticsTutor
      @StatisticsTutor 23 часа назад

      It is free video to those who are beginner.

    • @StatisticsTutor
      @StatisticsTutor 23 часа назад

      Why donot you make a video and impress us all of your great teaching style? We might learn from you!!!

  • @user-jy3no6ps8v
    @user-jy3no6ps8v 3 дня назад

    Excellent SPSS presentation and very useful data-cleaning process.

  • @chandanamudigiri30
    @chandanamudigiri30 4 дня назад

    Your videos are very helpful sir...i have one doubt sir....how to incorporate 3x2x2 factorial RBD and 5 checks(controls) in one tabel sir...can it possible sir...please reply sir

  • @captainrainbows1891
    @captainrainbows1891 6 дней назад

    Thank you for this video Doctor. I would like to ask how to add extra decimal place (e.g to make it 3 dp) for the values of the ES and CI?

  • @misifu1994
    @misifu1994 8 дней назад

    Hello teacher, thank you for the information. However, according to the example data entry will favor the experimental group ins't? But why in the forest plot it favors the control group? I have the same problem with my research. Thanks!

  • @lilydarcy8394
    @lilydarcy8394 8 дней назад

    👍

  • @Ayi7ge
    @Ayi7ge 11 дней назад

    My skewness variabel Y is negative but can be normal with LOG10(x) is it allowed? Or must be outlier?

  • @supriyachaudhary5112
    @supriyachaudhary5112 11 дней назад

    Sir could you please explain how to do absolute principle component score - multiple linear regression (APCS MLR) modelling in SPSS.

  • @misifu1994
    @misifu1994 11 дней назад

    Thanks so much for the video, but I have a question and is how do we perform the Egger's test?

  • @adwoamayyy388
    @adwoamayyy388 13 дней назад

    The relationship between X and Y is assumed to be linear so the Xi^2 is not linear ma'am

  • @tweety8
    @tweety8 13 дней назад

    Thank you for explaining the result. I need to know..if I have multiple predictor should i include them all at time, like we do for binary logistic model fitting.. Or it's just one predictor at a time? How to model fit here with multiple predictor

  • @mk67890
    @mk67890 14 дней назад

    Thank you so much. I have a question. As per the formula for I2 that you mentioned at the beginning of the video, if we insert the values of Q and df from the example at the end of the video, the I2 comes out as 18% or 0.18. However, in the example, it says I2=0.23. Can you pls explain?

  • @oantrangnguyen6488
    @oantrangnguyen6488 16 дней назад

    Really useful, thank you Dr

  • @asiancamper
    @asiancamper 18 дней назад

    exactly what i need thanks..

  • @benysmart1643
    @benysmart1643 20 дней назад

    Highly recommend and more didacticial. Thanks Dear Professor

  • @user-hn4lr4nx9r
    @user-hn4lr4nx9r 20 дней назад

    Good Teacher Dr. M. Omar

  • @anisalshargabi1244
    @anisalshargabi1244 22 дня назад

    Thank you Prof. suppose we have 3 main variables (independent variable), (dependent Variable) and (Mediating variable). each variable is measured by some already established and validated scale. and each scale has about 4 Dimensions with about 3 statements for each dimension. and all items were scored on a 7-point Likert scale 1=Strongly Disagree to 7=Strongly Agree. How would be the correct analysis process for each dimension and each scale? and how would be the correlation analysis between the 3 variables? and for the total scores of dimensions/scales, should we use averages (means) or sums and why?. thank you very much in advanced for your kind clarification.

  • @infinitewingwang8111
    @infinitewingwang8111 27 дней назад

    Very helpful for beginners. Thank you

  • @SoroorGandomi
    @SoroorGandomi 28 дней назад

    Why is the “SE of mean diff” the same for all the groups? Should we report that?

  • @Maheshdc-fj4nq
    @Maheshdc-fj4nq 28 дней назад

    it says object name not found for three way anova. please give me solution

  • @deepika_chowdary
    @deepika_chowdary 29 дней назад

    Love you sir .. extremely grateful

  • @talita.coelho
    @talita.coelho Месяц назад

    Could I use RevMan to generate a single groups forest plot? I have been trying it but couldn't do it. Thanks from Brazil!!

    • @misbah4887
      @misbah4887 9 дней назад

      i have the same question! were you able to find a way to do that? i saw that it is possible on Stata but that's not a free software

  • @delwinignatious1096
    @delwinignatious1096 Месяц назад

    Thank you so much for the information

  • @juliocerono_stone5365
    @juliocerono_stone5365 Месяц назад

    you can not make a 43 minutes video !! contents are ok but ....

  • @ritziroy148
    @ritziroy148 Месяц назад

    Very informative tutorial!

  • @Ciara-05
    @Ciara-05 Месяц назад

    Sir, Can you tell me how to known that we should replace missing value with "Mean" or "Medianor Mode" in Excel?

  • @badruoluwaseun1373
    @badruoluwaseun1373 Месяц назад

    This is the best I have seen on binary meta-analysis. Thank you so much!

  • @lenteracahaya8280
    @lenteracahaya8280 Месяц назад

    its supposed to be informed the minimum people is 371 hundred, i measured and wrong bcs i dunno how minimum the sample is:((

  • @benysmart1643
    @benysmart1643 Месяц назад

    السلام عليك دكتور محمود، أسأل الله ان يجعل هذا العمل في ميزان حسناتكم و يعينكم على دوام الاستمرار في هذا البث..والله لقد استفدنا الكثير مما جعلنا من محبي القناة و كذلك ان جعلتم هذه المادة الصعبة نوعا ما ذليلة في اوساط الاخصئيين في ميادين الطب و الصيدلانية و البيولوجيا و علوم الزراعة. مرة اخرى الشكر و التبجيل لك. اطال الله في عمركم و بارك فيكم.

  • @user-vn9we6eh2b
    @user-vn9we6eh2b Месяц назад

    Thank you very much but I still have a question, I have a questionnaire with items that already grouped by latent variables or constructs. can I apply the PCA to refine my questionnaire items and also verify if my items load together for each variable? please could you explain me what I have to do and if you have a video about this. thank you again

  • @spiroslagios7556
    @spiroslagios7556 Месяц назад

    YOU ARE THE BEST MISTER MAHMOUD

  • @user-xj8yt6bh1b
    @user-xj8yt6bh1b Месяц назад

    نريد ترجمة بالعربي

  • @gaktauapapls
    @gaktauapapls Месяц назад

    may i ask question? what can we do if the graph is looking bad i mean it sfine before but after i added one variable it get overlapping and doesnt show real data?

  • @gebrhudberihu6552
    @gebrhudberihu6552 Месяц назад

    Thank you, Dr.

  • @kayem9653
    @kayem9653 Месяц назад

    Thank you for this information. How do we label the factors?

  • @kayem6313
    @kayem6313 Месяц назад

    How do we determine the name of a factor? Is it calculated by some method?

  • @endanglestari9830
    @endanglestari9830 Месяц назад

    thank you Doctor Mahmoud

  • @YaraIssa12
    @YaraIssa12 Месяц назад

    hello Dr. Mo thank you for your video. I am conducting survival analysis over a 10-year follow-up period. However, I have encountered difficulties with the proportional hazards assumption, as my main variable of interest violates this assumption (the hazard ration is not consistent) how can I solve this issue e, please.

  • @kinggyabs8548
    @kinggyabs8548 Месяц назад

    very useful thank you

  • @murkhuddindalal
    @murkhuddindalal Месяц назад

    thanks a lot sir

  • @bkarim7349
    @bkarim7349 Месяц назад

    Very clear.thank you so much

  • @bkarim7349
    @bkarim7349 Месяц назад

    Thank you so much. Very useful

  • @santoshacharya3619
    @santoshacharya3619 Месяц назад

    Hello ! I have prepared 31 questions (including demographics) Almost all these questions have the answers as True/False/Don't Know. I need to test the reliability of prepared questions. Gone through suggestions at different sites, but I couldn't get what exactly I should do. Can I apply Cronbach alpha test for the said type of questionnaire? (Currently, I am preparing for Graduate Research Project of my MBA) Hope I will get some good suggestion and ways ahead. Thank You.

  • @Jyoti1.3
    @Jyoti1.3 Месяц назад

    how do you change all values at once

  • @arissaraworapukdee3538
    @arissaraworapukdee3538 Месяц назад

    Thank you

  • @LeilaAllahqoli
    @LeilaAllahqoli Месяц назад

    thank you

  • @Upasana-Sharma
    @Upasana-Sharma 2 месяца назад

    Sir .what test can be used for not normally distributed data of large size ?