Statistics Bio7
Statistics Bio7
  • Видео 406
  • Просмотров 1 456 725
Contour Plots in R | Step-by-Step Guide | Creation & Interpretation
This video introduces Contour Plots in R, explaining what they are, how to create them, and how to interpret their patterns. We’ll go over the fundamentals of contour plotting, including generating contour plots from data, customizing colors, and visualizing trends across variables. Whether you're working in data science, environmental analysis, or statistics, this tutorial provides clear instructions for using contour plots to reveal data gradients and relationships in R.
Watch Next:
ruclips.net/video/Ti23Kh6mLlg/видео.html
ruclips.net/video/bUFdei_zl88/видео.html
ruclips.net/video/o5mmzkleM1Y/видео.html
Disclaimer
This video is made for the sole purpose of higher education. Care is taken to p...
Просмотров: 44

Видео

Canonical Correspondence Analysis (CCA) in PAST | Full Guide: Analysis & Interpretation
Просмотров 45114 дней назад
In this video, we explore Canonical Correspondence Analysis (CCA) using PAST software, a method commonly applied in ecology to study species-environment relationships. You’ll learn what CCA is, how to perform a CCA analysis step by step in PAST, and how to interpret the results. This tutorial will cover everything from the basics of CCA to visualizing and interpreting biplots, making it essenti...
Interpreting Canonical Correspondence Analysis (CCA) in R | Explained Step-by-Step
Просмотров 21821 день назад
In this video, we dive deep into interpreting the results of Canonical Correspondence Analysis (CCA) in R. CCA is a powerful technique often used in ecology to explore relationships between species and environmental variables. This tutorial covers how to read CCA biplots, interpret species-environment relationships, and extract meaningful ecological insights. Ideal for researchers and students ...
Canonical Correspondence Analysis (CCA) in R | Multivariate Analysis
Просмотров 25421 день назад
Learn how to perform Canonical Correspondence Analysis (CCA) in R in this comprehensive tutorial. CCA is a powerful multivariate method used to analyze relationships between ecological species and environmental variables. This video will guide you through the R code needed to execute CCA, visualize results, and interpret the output for your data analysis projects. Whether you're in ecology, env...
How to Interpret Factor Analysis in R Studio | Varimax Rotation
Просмотров 7528 дней назад
In this video, we dive deep into the interpretation of Factor Analysis results in R Studio. After performing Factor Analysis, understanding and interpreting the results is crucial to making informed decisions based on your data. This tutorial will cover: Key Concepts: Learn how to interpret factor loadings, eigenvalues, and scree plots in R. Factor Loadings: Understand how to read the loadings ...
How to Perform Factor Analysis in R | Varimax Rotation
Просмотров 166Месяц назад
In this video, learn how to perform Factor Analysis (FA) in R Studio to explore underlying patterns in your data. Factor Analysis is a key data reduction technique used to identify latent variables that explain the variance in a large set of observed variables. This tutorial will guide you through: Key Concepts: What is Factor Analysis and when to use it in research. Data Preparation: How to pr...
How to Interpret Linear Mixed Effects Model (LMM) in R Studio
Просмотров 97Месяц назад
In this video, learn how to interpret the results of a Linear Mixed Effects Model (LMM) in R Studio using the lme4 package. Understanding how to analyze and draw insights from LMM output is crucial for researchers working with hierarchical or repeated measures data, such as in biological or ecological studies. This tutorial covers: Key Concepts: Understand the difference between fixed and rando...
How to Perform a Linear Mixed Effects Model (LMM) in R
Просмотров 141Месяц назад
Explore how to perform and interpret a Linear Mixed Effects Model (LMM) in R Studio with this step-by-step tutorial. Whether you're analyzing biological, ecological, or experimental data, LMM is an essential tool for modeling data with both fixed and random effects. This tutorial is designed for researchers, data scientists, and students looking to expand their statistical analysis skills using...
How to Interpret Principal Component Analysis (PCA) Results in R Studio | Data Analysis Explained
Просмотров 289Месяц назад
Unlock the power of Principal Component Analysis (PCA) with this comprehensive guide on interpreting PCA results in R Studio. This video is perfect for data analysts, researchers, and students who want to gain deeper insights into their data using PCA. Learn how to make sense of eigenvalues, scree plots, and biplots, and understand what these outputs tell you about the underlying structure of y...
Principal Component Analysis (PCA) in R | Data Visualization
Просмотров 368Месяц назад
Explore the power of Principal Component Analysis (PCA) using R Studio in this comprehensive tutorial. PCA is a widely used technique for dimensionality reduction and visualization of complex datasets, allowing you to identify patterns and relationships between variables. Whether you're a beginner or experienced data analyst, this guide will walk you through the process of performing PCA in R S...
How to Perform a Markov Chains Test in PAST | Matrix Data | Past 4.17
Просмотров 412Месяц назад
Dive into the Markov Chains Test using PAST software, a powerful tool for analyzing stochastic processes where future states depend only on the current state. This tutorial provides a detailed walkthrough of setting up and interpreting Markov Chains in PAST, making it easier for you to apply this method in your research or data analysis projects. In this video, you will learn: The fundamentals ...
How to Perform ARMA Analysis in PAST | AutoRegressive Moving Average | Time Series Data
Просмотров 1642 месяца назад
Master the ARMA (AutoRegressive Moving Average) Model in PAST software for advanced time series forecasting. This tutorial guides you through the process of building and interpreting ARMA models, which are essential for analyzing and predicting future values based on historical data. Whether you're dealing with climate trends, or any other time series, ARMA modeling is a crucial tool in your st...
How to Perform Mann-Kendall Trend Test in PAST | Time Series Analysis | Past 4.17
Просмотров 2282 месяца назад
Unlock the power of the Mann-Kendall Trend Test in PAST software to analyze trends in your time series data. This non-parametric test is essential for detecting monotonic trends in datasets, especially in environmental and climate studies. In this tutorial, you’ll learn: The fundamentals of the Mann-Kendall Trend Test How to apply the test in PAST software Step-by-step instructions on interpret...
Interpreting a Simple Periodogram in PAST 4.17c | Spectral Analysis
Просмотров 3253 месяца назад
Understand how to interpret a simple periodogram in PAST with this comprehensive tutorial. Periodograms are vital for spectral analysis, allowing you to analyze frequency components of your data. This video will guide you through the process of interpreting periodogram results in PAST. In this video, you will learn: The basics of periodogram interpretation Key components and features of a perio...
Interpretation of Cross-Correlation Analysis in Past 4.17c | Time Series Analysis
Просмотров 1373 месяца назад
In this comprehensive tutorial, learn how to write a clear and effective interpretation of cross-correlation analysis using PAST version 4.17c. Cross-correlation analysis is a vital tool for examining the relationships between time series data sets or different variables. This video will guide you through the process of analyzing your data and translating your findings into a meaningful and pro...
Creating a Simple Periodogram in PAST 4.17c | Spectral Analysis
Просмотров 1023 месяца назад
Creating a Simple Periodogram in PAST 4.17c | Spectral Analysis
Interpreting the Autoassociation Graph in PAST | Interpretations
Просмотров 743 месяца назад
Interpreting the Autoassociation Graph in PAST | Interpretations
How to Create a Combined Bar and Line Chart in GraphPad Prism | Data Visualization
Просмотров 2863 месяца назад
How to Create a Combined Bar and Line Chart in GraphPad Prism | Data Visualization
Creating Publication-Ready Tables and Interpretation for One-Way ANOVA with LSD Post Hoc in SPSS
Просмотров 1243 месяца назад
Creating Publication-Ready Tables and Interpretation for One-Way ANOVA with LSD Post Hoc in SPSS
How to Creating a Positive Bar Graphs on Both Sides (Positive and Negative) in OriginPro
Просмотров 8713 месяца назад
How to Creating a Positive Bar Graphs on Both Sides (Positive and Negative) in OriginPro
Interpretation of Generalized Linear Model (GLM) in PAST | Interpret | Past 4.17c
Просмотров 2833 месяца назад
Interpretation of Generalized Linear Model (GLM) in PAST | Interpret | Past 4.17c
How to Interpret Autocorrelation in PAST | Genetic Data | PAST 4.17c
Просмотров 693 месяца назад
How to Interpret Autocorrelation in PAST | Genetic Data | PAST 4.17c
How to Perform Generalized Linear Model (GLM) in PAST | Ordinary Linear Regression | Past 4.17c
Просмотров 3113 месяца назад
How to Perform Generalized Linear Model (GLM) in PAST | Ordinary Linear Regression | Past 4.17c
How to Perform Autoassociation Analysis in PAST | Neural Network | Data Analysis
Просмотров 863 месяца назад
How to Perform Autoassociation Analysis in PAST | Neural Network | Data Analysis
How to Perform Autocorrelation Analysis | Genetic Data | PAST 4.17c
Просмотров 903 месяца назад
How to Perform Autocorrelation Analysis | Genetic Data | PAST 4.17c
Cross-Correlation Analysis in PAST | Time Series Analysis | Bio Statistics
Просмотров 1203 месяца назад
Cross-Correlation Analysis in PAST | Time Series Analysis | Bio Statistics
Performing the LSD Test Following One-Way ANOVA in SPSS | Least Significant Difference (LSD)
Просмотров 2523 месяца назад
Performing the LSD Test Following One-Way ANOVA in SPSS | Least Significant Difference (LSD)
How to Export High-Quality Graphs in OriginPro | Step-by-Step Guide | OriginPro Tutorial
Просмотров 2964 месяца назад
How to Export High-Quality Graphs in OriginPro | Step-by-Step Guide | OriginPro Tutorial
Conducting a Normality Test in OriginPro | Shapiro-Wilk Test | OriginPro
Просмотров 2114 месяца назад
Conducting a Normality Test in OriginPro | Shapiro-Wilk Test | OriginPro
How to Create and Customize Multiple FTIR Graphs in OriginPro | Data Visualization
Просмотров 2444 месяца назад
How to Create and Customize Multiple FTIR Graphs in OriginPro | Data Visualization

Комментарии

  • @NorahKang
    @NorahKang 10 часов назад

    Hello, I want to ask what does the error message "Eigenvalues did not converge" mean, thank you!

  • @knowledgeworld977
    @knowledgeworld977 5 дней назад

    How to add boundry in the graph

  • @hmshahnewaz2461
    @hmshahnewaz2461 12 дней назад

    Not going. It is showing that "observation number should be larger than variable number"

  • @eveberry9215
    @eveberry9215 12 дней назад

    Nice thank you

  • @NazirKhanMohammadi
    @NazirKhanMohammadi 13 дней назад

    Thank you so much

  • @hmshahnewaz2461
    @hmshahnewaz2461 14 дней назад

    Thanks Sir. How can I export high resoulation (<300dpi) graph from Past?

    • @StatisticsBio7
      @StatisticsBio7 13 дней назад

      PAST does not provide an option to directly set the DPI within the software. However, you can export the image and then increase the resolution to 300 DPI using an external image editor (such as Photoshop, GIMP, or other graphic software).

    • @hmshahnewaz2461
      @hmshahnewaz2461 12 дней назад

      @@StatisticsBio7 Thanks Sir

  • @MagnoliaXeniaCRamos
    @MagnoliaXeniaCRamos 16 дней назад

    Thank you much for sharing

    • @StatisticsBio7
      @StatisticsBio7 14 дней назад

      Canonical Correspondence Analysis (CCA) in PAST | Full Guide: Analysis & Interpretation ruclips.net/video/EKkXJXP9lQE/видео.html

  • @sudiptakumarnag591
    @sudiptakumarnag591 16 дней назад

    After running the last line of this heatmap code, following message is showed: Error in .External.graphics(C_layout, num.rows, num.cols, mat, as.integer(num.figures), : invalid graphics state

  • @yama_no_ou
    @yama_no_ou 19 дней назад

    what do we do with replicated data?

  • @ahmedabdulrazzaq6655
    @ahmedabdulrazzaq6655 20 дней назад

    Hello, Did you add the value of standard deviations?

  • @aquinymawthoh9719
    @aquinymawthoh9719 21 день назад

    Sir . Why I am not able to write/ enter the T0, T1…. Etc in the SPSS table( treatment)??

  • @abdur459
    @abdur459 23 дня назад

    How to reduce bracket with asterik size ,because bar size becomes small,and it doesn't look good

  • @tariqkhanPathanKabuliwala
    @tariqkhanPathanKabuliwala 23 дня назад

    Thank you

  • @NehaSingh-kx5xe
    @NehaSingh-kx5xe 26 дней назад

    Wonderful 👍

  • @mmarycalvin6395
    @mmarycalvin6395 29 дней назад

    Thank you

  • @ahmedabdulrazzaq1159
    @ahmedabdulrazzaq1159 Месяц назад

    You didn't add SD!

  • @hmshahnewaz2461
    @hmshahnewaz2461 Месяц назад

    Sir, how to write up the explanation? and what does it mean by PC1 and PC 2?

  • @samk.4672
    @samk.4672 Месяц назад

    thank you so much, this video was very helpful as I was just about ready to throw my computer out the window!

  • @_yamcha
    @_yamcha Месяц назад

    9 mins wasted watching some Indian dude reading everything without explaining shit and trying to type 21 zeros for no fucking reason. That baburathinam7412 guy was probably just as dumb, or it's the uploader commenting on his own video

  • @hmshahnewaz2461
    @hmshahnewaz2461 Месяц назад

    What does it mean by PC1 and PC2

  • @ahmedabdulrazzaq6655
    @ahmedabdulrazzaq6655 Месяц назад

    amazing work

  • @abebemisganaw7377
    @abebemisganaw7377 Месяц назад

    thank you for the good video. how to analyze PCA for one variable (trait) of 1000 observation

  • @sojeebahmed9902
    @sojeebahmed9902 Месяц назад

    I need to plot different curve in one graph. Let's say, I have 5 types of x values, 5 types of similar type y values, and then I need to plot all those 5 curve in one graph. How to input those types of data?

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you for your question! 😊 To plot multiple curves in one graph in GraphPad Prism, you can enter your 5 sets of X and Y values in different columns. Each pair of X and Y values will correspond to a separate data set. After entering the data, go to "Graphs" and choose the option for an XY graph, then select all the data sets to plot them on the same graph. Let me know if you need more detailed steps!

  • @foodotechos7600
    @foodotechos7600 Месяц назад

    sir how you have made the graphs in this video

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Principal Component Analysis (PCA) in R | Data Visualization ruclips.net/video/j7r-rhhU4nU/видео.html

  • @8_irfanfauzi188
    @8_irfanfauzi188 Месяц назад

    Wowww

  • @amandadandrade
    @amandadandrade Месяц назад

    Perfect! Thank you!

  • @ibrahimozyildiz8651
    @ibrahimozyildiz8651 Месяц назад

    Thanks, this help me a lot

  • @foziachoudhary9858
    @foziachoudhary9858 Месяц назад

    Plz send your email sir

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Hi! Thanks for reaching out. You can find my email address on the About page of my RUclips channel. Feel free to check there, and I’d be happy to assist you! 😊

  • @benysmart1643
    @benysmart1643 Месяц назад

    I am very grateful for the opportunity you are offering to us , thanks again and again

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you so much for your kind words! I’m really glad to be able to help and offer value to you. Your appreciation motivates me to keep going. If you ever have more questions or need further assistance, feel free to reach out! 😊

  • @shivanisharma9047
    @shivanisharma9047 Месяц назад

    bhai awaz b daal de

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you! I really appreciate your suggestion. I will consider adding voice to my future videos. Your support means a lot! 😊

  • @benysmart1643
    @benysmart1643 Месяц назад

    Beautiful, Thanks sir

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you! I’m glad you enjoyed it. If you have any more questions or need further help, feel free to ask! 😊

  • @benysmart1643
    @benysmart1643 Месяц назад

    Artistic design tools. you are the best , I have learned more tric and Thank you so much.

  • @Nekochan__0
    @Nekochan__0 Месяц назад

    Thanks it was really helpful.

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      I’m so glad to hear that it was helpful! Thank you for watching, and if you ever have more questions or need further help, don’t hesitate to reach out! 😊

  • @สิทธิชัยใจขาน

    thank you, I would like to ask what the "No. of environment. vars: " means?.

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you for your question! The "No. of environment. vars:" refers to the number of environmental variables included in the analysis. These are the variables that potentially influence the distribution of species in your data. If you have more questions or need further clarification, feel free to ask! 😊

    • @สิทธิชัยใจขาน
      @สิทธิชัยใจขาน Месяц назад

      @@StatisticsBio7 thank you ❤️❤️❤️

  • @AhmodSumsung
    @AhmodSumsung Месяц назад

    السلام عليكم هل البرنامج مجاني

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Unfortunately, GraphPad Prism is not free, but it does offer a trial version that you can use for a limited time. If you have any other questions about the program, feel free to ask! 😊

    • @AhmodSumsung
      @AhmodSumsung Месяц назад

      @@StatisticsBio7 i am need learning this program

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      @@AhmodSumsung Make it clear what kind of learning you expect from the GraphPad prism software

    • @AhmodSumsung
      @AhmodSumsung Месяц назад

      @@StatisticsBio7 Please please help me learn First, I want a paid version of the program to install on my computer Secondly, I want a book or resource through which I can easily learn and master everything in the program The important thing is that you first send me a paid copy of the program because I am from Iraq and cannot participate in the program

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      @@AhmodSumsung Thank you for your message! 😊 Unfortunately, I cannot provide paid copies of GraphPad Prism, as it's a commercial software. However, you can visit the official GraphPad website to explore pricing options or start with a free trial. For learning, I recommend their official guides and my tutorials on RUclips. There are also many free online resources that can help you master the software. Let me know if you need further assistance!

  • @prernamukhia6965
    @prernamukhia6965 Месяц назад

    Thank you Sir🙏💐

  • @thasneemtr594
    @thasneemtr594 Месяц назад

    Hi sir. Am actually worming in microbial diversity study. I would like to plot data which am not expert. Can you please help me to plot the data.? It would be grateful for me. Thanku

  • @sachinkumar-yp8mf
    @sachinkumar-yp8mf 2 месяца назад

    I have 1258 I have SNP data and 45 SSR binary data how to test mantel test

  • @luiscarlosvillarrealdiaz2600
    @luiscarlosvillarrealdiaz2600 2 месяца назад

    Thank you a lot!!! Really useful video buddy.

  • @kashmirapradhan6542
    @kashmirapradhan6542 2 месяца назад

    Hello sir please kindly make a video on analysis and interpretation of the data. It's been 3 years since you uploaded the video

    • @StatisticsBio7
      @StatisticsBio7 14 дней назад

      Canonical Correspondence Analysis (CCA) in PAST | Full Guide: Analysis & Interpretation ruclips.net/video/EKkXJXP9lQE/видео.html

  • @TahirShah-o2p
    @TahirShah-o2p 2 месяца назад

    Sir still waiting for structural equation modeling.

  • @gerheart33
    @gerheart33 2 месяца назад

    Missing value exists. Please change impute option in the dialoge

  • @gerheart33
    @gerheart33 2 месяца назад

    Hello mine says error unknown function do correlation plotdlg

  • @gerheart33
    @gerheart33 2 месяца назад

    Please mine didnt work

    • @gerheart33
      @gerheart33 2 месяца назад

      At the end of the day you have unsorted

  • @sarb3470
    @sarb3470 2 месяца назад

    Thanks for this video. Can you show the Markov Chain analysis in PAST Software?

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you so much for your positive feedback! I’m glad you’re enjoying the tutorials. Your suggestions for Markov chain, Mann-Kendall trend test, and ARMA are great ideas- I have made videos on this topic so please watch them. Thanks again for your support! 😊

    • @sarb3470
      @sarb3470 Месяц назад

      @@StatisticsBio7 thank for these tutorials.

  • @mebratuify
    @mebratuify 2 месяца назад

    Thank you but how can we group x and y values? to do Spearman correlation analysis and graphics? Thanks alot

  • @the_green_frog5956
    @the_green_frog5956 2 месяца назад

    thank you so much!!! this helped a lot

  • @MACCACHANNEL
    @MACCACHANNEL 2 месяца назад

    Hi, is it possible highlight multiple links in a chord diagram?

  • @sarb3470
    @sarb3470 2 месяца назад

    I saw your video tutorials. All are excellent. Kindly provide some tutorials on Markov chain, Mann-Kendall trend test and ARMA. Thanks in advance.

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      Thank you so much for your positive feedback! I’m glad you’re enjoying the tutorials. Your suggestions for Markov chain, Mann-Kendall trend test, and ARMA are great ideas- I have made videos on this topic so please watch them. Thanks again for your support! 😊

  • @bengiyilmaz1003
    @bengiyilmaz1003 2 месяца назад

    Thank you very much!

    • @StatisticsBio7
      @StatisticsBio7 Месяц назад

      You’re very welcome! I’m glad you found the video helpful. If you have any more questions or need further guidance, feel free to reach out. Happy analyzing! 😊