IAPSM eConnect
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BS 12: Quick summary of Linear Regression sub series
Continuing with biostatistics series of IAPSM econnect, which is a series of short videos each targeting a specific concept of biostatistics which are commonly encountered and often confusing but are vital for understanding a research paper or designing a research study or doing analysis.
In this last video of Linear regression sub series, chapter 8, we provide a quick summary of what has been discussed in previous videos of this sub series. Due to some technical issues chapter 7 of this sub series could not be uploaded currently. Here, we start by discussing the importance of data cleaning and preparing your dataset for analysis. Next, we dive into assumption validation, highlighting key assumptions like linearity, normality, homoscedasticity, and independence. We explore alternatives for cases where assumptions aren’t met. Finally, we wrap it all up with a take-home message.
Don't forget to check out the full series for in-depth explanations and examples!
ua-cam.com/play/PLGDXvtCQ5iDCJtE3KCSzATPjOa40tlB9O.html
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This channel represents eConnect initiative under Aademia IAPSM. This initiative aims at engaging experts, students and citizens around pressing public health issues.
The Indian Association of Preventive and Social Medicine (IAPSM) is a National level professional body in the field of Community Medicine/Public health. It is a "not for profit" organization of specialists in Preventive & Social Medicine/ Community Medicine/Public Health.
IAPSM is dedicated to the promotion of public health by bringing its members' expertise to the development of health policies, an advocate for Medical education, Health Research, Health care and Health Programs and providing a forum for the regular exchange of views & information.
Переглядів: 154

Відео

BS11- Identifying & applying correct regression technique
Переглядів 158День тому
In this video, part 2 of chapter 6 of Linear regression sub series, we explore how to identify the correct regression technique for your analysis by understanding the differences between simple, multiple, multivariable and multivariate regression. We also discuss variable selection methods such as stepwise selection, forward selection, and backward elimination to build optimal models. Whether y...
BS10- What are the challenges in using Regression analysis?
Переглядів 31214 днів тому
In this video, part 1 of chapter 6 of Linear regression sub series, we discuss the common challenges in using regression analysis and how to address them effectively. Topics include role of sample size, setting criteria for selecting variables to include in the regression equation, deciding how to code nominal & ordinal variable outcomes, whether to code outcomes like success and failure as 0 &...
BS9- How to interpret the Regression output?
Переглядів 34121 день тому
In this video, chapter 5 of Linear regression sub series, we guide you through the interpretation of a regression equation and output table from statistical software with an example. We explain the meaning of the intercept, regression coefficients, R-squared and how to interpret standardized coefficients along with their implications for your analysis. You'll also learn how these values help qu...
Capsule 21: Team: Healthscape : PG & SR involved- Dr. Lalima Gupta & Dr. Sivapria K.A
Переглядів 438Місяць тому
#publichealth #iapsm #communitymedicine#July August 2024#phsnippets #iapsmeconnect #mpox #chandipura #polio #pandemicpreparedness #onehealth #breastfeedingweek #fssai #population #worldpopulationday #recentupdates #recentadvancement IAPSM eConnect is happy to share that a diligent team have come up with Capsule 21 covering the July and August 2024 under the Public Health Update Series Team: Hea...
BS8- Fundamental terminologies used in Regression analysis.
Переглядів 296Місяць тому
In this video BS8, chapter 4 of Linear regression sub series, we introduce the fundamental terminologies of regression analysis to help you build a solid understanding of its key concepts. We define the dependent and independent variables, the structure of a regression model, and the significance of the intercept and slope. You'll also learn about important metrics like R-squared, adjusted R-sq...
BS7- What are the data assumptions for applying Regression analysis?
Переглядів 260Місяць тому
In this video, chapter 3 of Linear regression sub series we introduce the key assumptions required for applying regression analysis to ensure accurate and reliable results. We discuss essential conditions such as linearity, independence of errors, homoscedasticity, normality of residuals, and the absence of multicollinearity among predictors. Understanding these assumptions helps prevent mislea...
BS6-What is the purpose of Regression analysis?
Переглядів 514Місяць тому
In this video, chapter 2 of Linear regression sub series, we break down the purpose of regression analysis and its role in understanding relationships between variables. We explore the basics of multivariable analysis, the distinction between independent and dependent variables, and the difference between unadjusted and adjusted estimates. You'll also learn about the regression equation/line an...
BS5-What are the good data processing practices? (Linear regression sub-series)
Переглядів 506Місяць тому
With this video we will start the Linear Regression sub series. But before going into the nitty gritties of it, we explore the essential good data recording practices to ensure high-quality research outcomes. Learn about the importance of creating a data dictionary for consistent data interpretation, the differences between long and wide data formats, and how to avoid logical errors during data...
BS4-What are the different types of data in biostatistics and its implications in research &Analysis
Переглядів 5942 місяці тому
Next in IAPSM eConnect Biostatistics series, in this very basic video, we'll explore the different types of data in biostatistics and how they impact research and analysis. This is a fundamental topic which will enlighten your further journey in handling biostatistics in research. The approach is as if you are doing a study and data is generated from it. Understanding the nature of your data is...
BS3-What are the tests of Normality of data and how to check Normality in a dataset using SPSS?
Переглядів 6592 місяці тому
In this video of IAPSM eConnect Biostatistics series, we’ll dive into the concept of normality in data and why it’s crucial for statistical analysis. Often t-test is directly applied looking at the quantitative nature of data, but we tend to forget that having near normal distribution is a pre-requisite for it. Many statistical tests assume that your data follows a normal distribution, so check...
BS2-What Are the Different Types of Statistical Software?
Переглядів 7272 місяці тому
In this next video of the IAPSM eConnect biostatistics series, we'll be giving an overview of various statistical software tools available for data analysis in medical research and how to choose the right one for your needs. Whether you're analyzing clinical trial data, conducting epidemiological studies, or performing bioinformatics research, the choice of software can significantly impact you...
BS1-Why do we need statistical tests?
Переглядів 9912 місяці тому
BS1-Why do we need statistical tests?
Capsule 20: May - June 2024. The Public Health Update Series. Team - The Juggernauts
Переглядів 1,4 тис.4 місяці тому
Capsule 20: May - June 2024. The Public Health Update Series. Team - The Juggernauts
Disability Related Public Health Issues and Community Based Rehabilitation
Переглядів 6755 місяців тому
Disability Related Public Health Issues and Community Based Rehabilitation
Capsule 19: March - April 2024. The Public Health Update Series, Team - Despertares Públicos
Переглядів 5066 місяців тому
Capsule 19: March - April 2024. The Public Health Update Series, Team - Despertares Públicos
Nutrition for Life Long Health under ECHO and IAPSM Presidential Action Plan
Переглядів 6747 місяців тому
Nutrition for Life Long Health under ECHO and IAPSM Presidential Action Plan
Capsule 18: January - February 2024. The Public Health Update Series, Team - MD Crusaders
Переглядів 6058 місяців тому
Capsule 18: January - February 2024. The Public Health Update Series, Team - MD Crusaders
Capsule 17 : December 2023. The Public Health Update Series Team: Energizers
Переглядів 6449 місяців тому
Capsule 17 : December 2023. The Public Health Update Series Team: Energizers
Career Track 007: Tuberculosis Field as Career with Dr. Bhavin Vadera
Переглядів 3149 місяців тому
Career Track 007: Tuberculosis Field as Career with Dr. Bhavin Vadera
Dr Pradeep Kumar Delivers Dr Harcharan Singh Oration 2024
Переглядів 97410 місяців тому
Dr Pradeep Kumar Delivers Dr Harcharan Singh Oration 2024
Lect#037: Implementation Research in Health Science
Переглядів 1,4 тис.10 місяців тому
Lect#037: Implementation Research in Health Science
Capsule 16: Team COM MED MARVELS
Переглядів 93611 місяців тому
Capsule 16: Team COM MED MARVELS
Lect #035: Commercial Determinants of Health
Переглядів 61111 місяців тому
Lect #035: Commercial Determinants of Health
Lect #033: Use of Mobile phone technology in Community Health
Переглядів 443Рік тому
Lect #033: Use of Mobile phone technology in Community Health
Capsule 15 - July - September 2023 , Public Health Update series: Team Anastomosis Video
Переглядів 776Рік тому
Capsule 15 - July - September 2023 , Public Health Update series: Team Anastomosis Video
Lect #030: Advertising, Media and Public Health
Переглядів 312Рік тому
Lect #030: Advertising, Media and Public Health
PG Lecture on IAPSM Official Updates
Переглядів 432Рік тому
PG Lecture on IAPSM Official Updates
PG Lecture: Success Story of HIV AIDS program and way forward
Переглядів 576Рік тому
PG Lecture: Success Story of HIV AIDS program and way forward
Lect #029: Communication for social and behaviour change
Переглядів 1,3 тис.Рік тому
Lect #029: Communication for social and behaviour change

КОМЕНТАРІ

  • @KannaKanna-u7v
    @KannaKanna-u7v День тому

    Sir❤hiv care?vaccine 2028???

  • @AyoMidev
    @AyoMidev День тому

    I can't express how grateful I am to Dr Obulor on UA-cam with his guidance, and care, I was able to manage and overcome HIV virus. His dedication, knowledge, and compassion truly changed my life, and I will forever be thankful for his support on this journey♥️..

  • @AyoMidev
    @AyoMidev День тому

    I can't express how grateful I am to Dr Obulor on UA-cam with his guidance, and care, I was able to manage and overcome HIV virus. His dedication, knowledge, and compassion truly changed my life, and I will forever be thankful for his support on this journey♥️..

  • @mohammadghodke6991
    @mohammadghodke6991 3 дні тому

    Nice explanation of basic assumptions and fundamental terminologies.

  • @gorukrishnababu2305
    @gorukrishnababu2305 3 дні тому

    Very nicely done ...bringing out all the changes under nacp 5 .....thank you pgs, moderator and Dr JK kosambia for his guidance

  • @sanjuktamandal9914
    @sanjuktamandal9914 4 дні тому

    Thank you Sir

  • @ManojAravind
    @ManojAravind 5 днів тому

    A very motivating summary to keep practicing whar we have learnt. Thanks to IAPSM for such short learning trails.

  • @mohammadghodke6991
    @mohammadghodke6991 6 днів тому

    One independent variable cannot be accounted for variation/ variability in dependent variable as causation of disease or any other conditions is multifactorial. That's why we need regression analysis. The unexplained variability will add to the residual. Fabulous explanation !!!

  • @mohammadghodke6991
    @mohammadghodke6991 6 днів тому

    This session is really good.

  • @mohammadghodke6991
    @mohammadghodke6991 9 днів тому

    Very nice explanation.

  • @mohammadghodke6991
    @mohammadghodke6991 10 днів тому

    Can we code an ordinal variable starting with 0 as a reference category like a multinomial variable ?

  • @mohammadghodke6991
    @mohammadghodke6991 10 днів тому

    Very nicely explained.

  • @mohammadghodke6991
    @mohammadghodke6991 10 днів тому

    Superb explanation!!!

  • @OrtizCorette
    @OrtizCorette 18 днів тому

    Great analysis, thank you! Could you help me with something unrelated: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How should I go about transferring them to Binance?

  • @mohammadghodke6991
    @mohammadghodke6991 19 днів тому

    The difficult topic covered very nicely. Excellent !!!

  • @gunjanbatra2282
    @gunjanbatra2282 21 день тому

    a very nice class, improved my understanding on OR

  • @SubrataDas-s2b
    @SubrataDas-s2b 22 дні тому

    Very informative and well coordinated .

  • @dr.anishjojophilip
    @dr.anishjojophilip 22 дні тому

    Very novel topic, thank you

  • @arnabbhattacharya6579
    @arnabbhattacharya6579 23 дні тому

    Superb 🎉

  • @lokjansingh1703
    @lokjansingh1703 23 дні тому

    really helpful

  • @The_Lala_Rajput
    @The_Lala_Rajput 28 днів тому

    Icmr ka technician 1 KA DETAIL topic wise SLLYABUS KIYA hai

  • @The_Lala_Rajput
    @The_Lala_Rajput 28 днів тому

    Please Help me Icmr ka technician 1 KA DETAIL SLLYABUS KIYA hai

  • @dranupambanerjee
    @dranupambanerjee Місяць тому

    Excellent presentation an explanation!!

  • @dr.bhartikoria4537
    @dr.bhartikoria4537 Місяць тому

    very informative

  • @Thor007-si9xk
    @Thor007-si9xk Місяць тому

    Pls provide the PPT of the same pls

  • @ramkrishna332
    @ramkrishna332 Місяць тому

    Jai Hind

  • @Minaxii555
    @Minaxii555 Місяць тому

    Nice explanation... Pls continue the series.. Very much needed

  • @varshachinnu6054
    @varshachinnu6054 Місяць тому

    Thank you sir, please continue

  • @varshachinnu6054
    @varshachinnu6054 Місяць тому

    Thank you sir, very informative please continue

    • @IAPSMeConnect
      @IAPSMeConnect Місяць тому

      Glad you found it helpful. Keep an eye out for more videos coming soon.

  • @diliprajhadia
    @diliprajhadia Місяць тому

    very informative.

  • @dr.bhartikoria4537
    @dr.bhartikoria4537 Місяць тому

    Nicely explained

  • @mohammadghodke6991
    @mohammadghodke6991 Місяць тому

    Marvellous explanation with example.

    • @IAPSMeConnect
      @IAPSMeConnect Місяць тому

      Glad you found it helpful. All the best.

  • @psmwithdrpriya
    @psmwithdrpriya 2 місяці тому

    Insightful session. 👍

  • @varshachinnu6054
    @varshachinnu6054 2 місяці тому

    Nicely explained please continue in further sessions

  • @mohammadghodke6991
    @mohammadghodke6991 2 місяці тому

    Very nicely explained.

  • @DrRupesh999
    @DrRupesh999 2 місяці тому

    Need of the hour. Well explained 👏

  • @abhishekgope28
    @abhishekgope28 2 місяці тому

    Well explained

  • @mohammadghodke6991
    @mohammadghodke6991 2 місяці тому

    Thanks for explaining.

  • @drjatinprajapati
    @drjatinprajapati 2 місяці тому

    Very nicely explained.

  • @DrRupesh999
    @DrRupesh999 2 місяці тому

    Very nicely summarized Dr Vignesh👏👏

  • @drkeerthi_diaries
    @drkeerthi_diaries 2 місяці тому

    🙄

  • @childhood16
    @childhood16 2 місяці тому

    Nice explanation

  • @prashantmishra241
    @prashantmishra241 2 місяці тому

    Great explanation Dr. Rupesh👏

  • @rajendrakumarkanwer6587
    @rajendrakumarkanwer6587 3 місяці тому

    How will artificial intelligence affect health sector.... then what are the role of Community Medicine in public health?

  • @TapasTripathy45678
    @TapasTripathy45678 3 місяці тому

    DRP students are able to do medico legal case?

  • @NaveenKumar-ql2nd
    @NaveenKumar-ql2nd 4 місяці тому

    Stellar job! It was clear, concise and comprehensive. Good one, Dr. Keshri!

  • @yash8789-o5n
    @yash8789-o5n 4 місяці тому

    GOOD INFORMATION BY DOCTOR NIKITA MOUSI

  • @vivekverma3274
    @vivekverma3274 4 місяці тому

    Well explained Priti mam

  • @sarojmandal1427
    @sarojmandal1427 4 місяці тому

    Nicely explained maam...... thank you Dr Nitika

  • @Neerajkumaryadav-rg7ys
    @Neerajkumaryadav-rg7ys 4 місяці тому

    Great Dr Nikita ma'am 🎉❤🎉