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CBW Help! What Statistical Model Should I Use? 2024 | 6: Causal Inference Introduction
Canadian Bioinformatics Workshop series:
- Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024
- Causal Inference Introduction (Alysha Cooper)
- Day 3, Module 6
Visit us at bioinformatics.ca
Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024
Need more info? Contact us at support@bioinformatics.ca
Follow us on Twitter @bioinfodotca
Music: Carthy Groove by Javolenus (c) copyright 2021
Licensed under a Creative Commons Attribution-Noncommercial (3.0) license. ccmixter.org/files/Javolenus/63699
zhlédnutí: 101

Video

CBW Help! What Statistical Model Should I Use? 2024 | 5: Putting It All Together
zhlédnutí 37Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Putting It All Together (Patrick McMillan) - Day 3, Module 5 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @bio...
CBW Help! What Statistical Model Should I Use? 2024 | 4.1: Modeling pt. 2 - Classification
zhlédnutí 32Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Modeling pt. 2 - Classification (Patrick McMillan) - Day 2, Module 4.1 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Tw...
CBW Help! What Statistical Model Should I Use? 2024 | 3.2: Modeling pt 1 - Generalized Linear Models
zhlédnutí 33Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Modeling pt. 1 - Generalized Linear Models (Alysha Cooper) - Day 2, Module 3.2 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow ...
CBW Help! What Statistical Model Should I Use? 2024 | 3.1: Modeling pt. 1 - Regression
zhlédnutí 52Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Modeling pt. 1 - Regression (Alysha Cooper) - Day 2, Module 3.1 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @...
CBW Help! What Statistical Model Should I Use? 2024 | 2: Dealing With Missingness
zhlédnutí 78Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Dealing With Missingness (Jacqueline May) - Day 1, Module 2 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @bioi...
CBW Help! What Statistical Model Should I Use? 2024 | 4.2: Modeling pt. 2 - Clustering
zhlédnutí 39Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Modeling pt. 2 - Clustering (Patrick McMillan) - Day 2, Module 4.2 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitte...
CBW Help! What Statistical Model Should I Use? 2024 | 1: Data Cleaning and Exploration Review
zhlédnutí 89Před 14 dny
Canadian Bioinformatics Workshop series: - Help! What Statistical Model Should I Use? (STAT), August 19-21, 2024 - Data Cleaning and Exploration Review (Jacqueline May) - Day 1, Module 1 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/STAT_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on T...
CBW Introductory Spatial 'Omics Analysis 2024 | Closing Remarks
zhlédnutí 104Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Closing Remarks (Gary Bader) - Day 2, Closing Remarks Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @bioinfodotca Music: C...
CBW Introductory Spatial 'Omics Analysis 2024 | 05 & 06: Spatial Statistics
zhlédnutí 56Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 5/6: Spatial Statistics (Shamini Ayyadhury) - Day 2, Modules 5 and 6 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter ...
CBW Introductory Spatial 'Omics Analysis 2024 | 04: Drawing the Boundaries
zhlédnutí 45Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 4: Drawing the Boundaries (Shamini Ayyadhury) - Day 2, Module 4 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @bioi...
CBW Introductory Spatial 'Omics Analysis 2024 | 03: Building Your Spatial Model
zhlédnutí 81Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 3: Building Your Spatial Model (Shamini Ayyadhury) - Day 1, Module 3 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter ...
CBW Introductory Spatial 'Omics Analysis 2024 | 02: Pre-Processing Steps
zhlédnutí 63Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 2: Pre-Processing Steps (Shamini Ayyadhury) - Day 1, Module 2 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at support@bioinformatics.ca Follow us on Twitter @bioinf...
CBW Introductory Spatial 'Omics Analysis 2024 | 01.4: Sample Preparation II: Fixed-Frozen Tissues
zhlédnutí 49Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 1: Garbage In, Garbage Out, Part 4: Sample Preparation II: Fixed-Frozen Tissues (Ashleigh Willis) - Day 1, Module 1 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Contact us at ...
CBW Introductory Spatial 'Omics Analysis 2024 | 01.3: Sample Prep I: Histology Prep for Xenium
zhlédnutí 42Před měsícem
Canadian Bioinformatics Workshop series: - Introductory Spatial 'Omics Analysis (ISO), July 9-10, 2024 - Module 1: Garbage In, Garbage Out, Part 3: Sample Preparation I: Histology Preparation for Xenium (Melanie Peralta) - Day 1, Module 1 Visit us at bioinformatics.ca Lecture slides and class materials for this workshop are available at bioinformaticsdotca.github.io/ISO_2024 Need more info? Con...
CBW Introductory Spatial 'Omics Analysis 2024 | 01.2: Designing Probe Panels for Success
zhlédnutí 87Před měsícem
CBW Introductory Spatial 'Omics Analysis 2024 | 01.2: Designing Probe Panels for Success
CBW Introductory Spatial 'Omics Analysis 2024 | 01.1: Spatial Transcriptomics (10X Xenium Workflow)
zhlédnutí 124Před měsícem
CBW Introductory Spatial 'Omics Analysis 2024 | 01.1: Spatial Transcriptomics (10X Xenium Workflow)
CBW Introductory Spatial 'Omics Analysis 2024 | 00: Keynote
zhlédnutí 186Před měsícem
CBW Introductory Spatial 'Omics Analysis 2024 | 00: Keynote
CBW Pathway and Network Analysis 2024 | 06: Cell-Cell Communication
zhlédnutí 201Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 06: Cell-Cell Communication
CBW Pathway and Network Analysis 2024 | 05: Gene Function Prediction
zhlédnutí 113Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 05: Gene Function Prediction
CBW Pathway and Network Analysis 2024 | 02: Finding Over-Represented Pathways in Gene Lists
zhlédnutí 156Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 02: Finding Over-Represented Pathways in Gene Lists
CBW Pathway and Network Analysis 2024 | 04: More Depth on Pathway and Network Analysis
zhlédnutí 137Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 04: More Depth on Pathway and Network Analysis
CBW Pathway and Network Analysis 2024 | 03.2: EnrichmentMap
zhlédnutí 134Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 03.2: EnrichmentMap
CBW Pathway and Network Analysis 2024 | 03.1: Network Visualization and Analysis with Cytoscape
zhlédnutí 125Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 03.1: Network Visualization and Analysis with Cytoscape
CBW Pathway and Network Analysis 2024 | 01: Introduction to Pathway and Network Analysis
zhlédnutí 270Před 2 měsíci
CBW Pathway and Network Analysis 2024 | 01: Introduction to Pathway and Network Analysis
CBW Single Cell RNA-seq Analysis 2024 | 06: Data Set Integration
zhlédnutí 149Před 2 měsíci
CBW Single Cell RNA-seq Analysis 2024 | 06: Data Set Integration
CBW Single Cell RNA-seq Analysis 2024 | 05: Biological Analyses
zhlédnutí 238Před 2 měsíci
CBW Single Cell RNA-seq Analysis 2024 | 05: Biological Analyses
CBW Single Cell RNA-seq Analysis 2024 | 04: Normalization & Confounders
zhlédnutí 129Před 2 měsíci
CBW Single Cell RNA-seq Analysis 2024 | 04: Normalization & Confounders
CBW Single Cell RNA-seq Analysis 2024 | 03: scRNAseq Data Structures & Quality Control
zhlédnutí 155Před 2 měsíci
CBW Single Cell RNA-seq Analysis 2024 | 03: scRNAseq Data Structures & Quality Control
CBW Single Cell RNA-seq Analysis 2024 | 02: Read Quantification
zhlédnutí 170Před 2 měsíci
CBW Single Cell RNA-seq Analysis 2024 | 02: Read Quantification

Komentáře

  • @hunny1215
    @hunny1215 Před 2 měsíci

    voice is not clear most of the time

  • @HarshSharma-xd3kc
    @HarshSharma-xd3kc Před 2 měsíci

    This helped a lot! Thank you

  • @yassinkassim8760
    @yassinkassim8760 Před 2 měsíci

    Thanks so much. when the next lecture

    • @bioinformaticsdotca
      @bioinformaticsdotca Před 2 měsíci

      There was only one lecture in Intro to R 2024. All other material is available at the link in the description.

  • @sapienthought1103
    @sapienthought1103 Před 2 měsíci

    This is well explained and very informative

  • @rvardhan5608
    @rvardhan5608 Před 2 měsíci

    Video to make wonders ❤

  • @wardalafef5705
    @wardalafef5705 Před 2 měsíci

    Great video thnx for sharing <3

  • @shivarajakumara3619
    @shivarajakumara3619 Před 2 měsíci

    In this series, voice is breaking between a lot... Please ask the speakers to speak to microphone...

  • @aaliarawoof.a9342
    @aaliarawoof.a9342 Před 3 měsíci

    what is this channel about? I am interested in bioinfomatics in canada and i'm currently in undergrad and wanted to know more about the feild.

    • @bioinformaticsdotca
      @bioinformaticsdotca Před 3 měsíci

      This is the CZcams channel for the Canadian Bioinformatics Workshops. The workshops are offered every year online and across Canada; lecture recordings are posted here and course materials are posted at our student website (linked in video descriptions).

  • @rajarshimondal
    @rajarshimondal Před 3 měsíci

    Great channel

  • @anshumansahu1087
    @anshumansahu1087 Před 3 měsíci

    Thanks to the Bioinformatics DotCa team for making this wonderful series of videos public.

  • @adatse51849
    @adatse51849 Před 3 měsíci

    Hi thank you for this valuable workshop. I would like to ask if the functional analysis for untarget metabolomics can also be applied for NMR data? Thank you.

  • @LukeSkyrunner21
    @LukeSkyrunner21 Před 3 měsíci

    Good comprehensive video. One comment regarding differential expression analysis post-integration (starting at 56:27). In either bulk or single-cell sequencing, most tools highly recommend NOT doing DE analysis on corrected data, exactly because of the concerns regarding under- or over-correction and removing potential biological variation. If you read the literature around older batch correction tools such as ComBat, most recommend that DE analysis correct for batch effects within the statistical model (i.e. including a model of ~ Batch + Condition). Obviously, Seurat doesn't have that functionality, but if you perform pseudobulk aggregation for DE analysis (literature suggests this is more statistically sound), then tools capable of including batch effects in the regression model (DESeq2, edgeR, limma-voom, etc.) are available.

  • @adatse51849
    @adatse51849 Před 3 měsíci

    Hello thank you for the lecture. I would like to ask which metabolite set library I should use for enrichment analysis if I am doing human cell extract metabolomics? Thank you.

  • @sakkariyaibrahim2650
    @sakkariyaibrahim2650 Před 5 měsíci

    Excellent lecture. Thank you

  • @sakkariyaibrahim2650
    @sakkariyaibrahim2650 Před 5 měsíci

    Very helpful lecture

  • @sakkariyaibrahim2650
    @sakkariyaibrahim2650 Před 5 měsíci

    A million dollar lecture. Thank you 👍👍

  • @user-gz6sc4zl2c
    @user-gz6sc4zl2c Před 5 měsíci

    Thank you so much!

  • @claudioandresortegamunoz1794

    hello, do you have de DOI or any information about the comparation between RNA shield and RNA later that was shown in the presentation? thanks

  • @kiterunner29
    @kiterunner29 Před 6 měsíci

    Thanks a lot for sharing these materials online. Learning bioinformatics by myself in Kenya

  • @byboscoyang
    @byboscoyang Před 8 měsíci

    List of DBs to use in metabolomics

  • @ahmedel-sinousy4848
    @ahmedel-sinousy4848 Před 8 měsíci

    thank you so much❣

  • @DB-kv3wu
    @DB-kv3wu Před 9 měsíci

    Very intersting and informative tutorial! Thanks! I'd be happy if your email is avaipable.

  • @holling8648
    @holling8648 Před 10 měsíci

    did they remove the analysis report feature from this version I have five and can't find it

  • @mustafaiwritesofficial3489
    @mustafaiwritesofficial3489 Před 10 měsíci

    Does the PPT available, Hamza bhai?

  • @addisukses
    @addisukses Před 10 měsíci

    thank you

  • @guilhermecavalcantebernard5481

    Thanks!!!

  • @thandapanda351
    @thandapanda351 Před 10 měsíci

    bhai speak slower

  • @stutikhadka6044
    @stutikhadka6044 Před 11 měsíci

    Can you please upload a tutorial on EnrichmentMap with GSEA data results and network analysis? And how to generate a heat map from the GSEA data pathways. I would really appreciate it. Great tutorial on this one.

  • @abdalahmakaranga8335
    @abdalahmakaranga8335 Před 11 měsíci

    Wonderful

  • @aashishkatyal
    @aashishkatyal Před 11 měsíci

    I need help finding sessions two and three of introduction to R. Can you help?

    • @bioinformaticsdotca
      @bioinformaticsdotca Před 11 měsíci

      Intro to R only had two lectures (module 1 and module 4); the remaining material was taught through code-along R Markdown files. You can find them at the course material link in the description. Hope this helps!

    • @aashishkatyal
      @aashishkatyal Před 11 měsíci

      @@bioinformaticsdotca Thank You 😇

  • @washingtoninstituteforheal6439

    Great 👍

  • @ayenitimothyoluwatimileyin5760

    this is great! Thank you

  • @user-pt5hl1xw1e
    @user-pt5hl1xw1e Před rokem

    Excellent video. Thanks for sharing!

  • @jipjongen5009
    @jipjongen5009 Před rokem

    Hi, I have some questions regarding this. I am trying to make my own network. I have got 1000 gene IDs which are sorted in 6 clusters. All ID's contain descriptive information about the gene, and have got relative expressions for 8 different times (healthy vs sick). I have got all this data, but do not know how to import it in the right way into cytoscape. Could you help me with this? With kind regards, Jip

  • @muffinman1
    @muffinman1 Před rokem

    good overview.

  • @user-pd2wl2pu5x
    @user-pd2wl2pu5x Před rokem

    bravo!

  • @Zakariah1971
    @Zakariah1971 Před rokem

    Excellent presentation!

  • @marijavlaski2949
    @marijavlaski2949 Před rokem

    thank you!

  • @soyeonkim9355
    @soyeonkim9355 Před rokem

    I really want to thank you for your lecture!!

  • @kalpanapal6050
    @kalpanapal6050 Před rokem

    Can we analyse LC MS- MS data in meraboanalist?

  • @wossenmengesha9732
    @wossenmengesha9732 Před rokem

    I know he's brilliant...but boy oh boy...his explanation is in ASCI character ;) I wish Jared could teach the whole course :(

  • @mariamaakujabi5088
    @mariamaakujabi5088 Před 2 lety

    Warning message: package ‘ggplot2’ was built under R version 4.1.3 Please I got that error message, how do I go about it. Thank you

    • @bioinformaticsdotca
      @bioinformaticsdotca Před 2 lety

      I suggest you contact the instructor directly and ask her: Lauren Erdman <larunerdman1@gmail.com>. Get back to us if you don't get an answer. (course_info@bioinformatics.ca)

    • @larunerdman
      @larunerdman Před rokem

      Just a warning message so should be fine to proceed. Errors and warnings are distinct in R and warnings are just there to let you know some important information.

  • @juansanar
    @juansanar Před 3 lety

    Hi! Thank you for making these resources openly available. I am following this series/workshop by myself (I was not registrant) and I feel this section should follow (as in go after) the section in the "CBW’s INtroduction to R workshop - 02: Your second script" video.

    • @bioinformaticsdotca
      @bioinformaticsdotca Před 3 lety

      Dear drJuanSanAr, thank you for your note. I have fixed it. Hope others will now appreciate the correct flow! All the best, @bioinfodotca

  • @alialijama9098
    @alialijama9098 Před 3 lety

    Hi, do you have time stamps for the workshop ?

    • @FrancisOuellette_bffo
      @FrancisOuellette_bffo Před 3 lety

      What do you mean? When it was done? This workshop is from last week, as noted above: June 21 - 22 2021

    • @alialijama9098
      @alialijama9098 Před 3 lety

      @@FrancisOuellette_bffo On the video, so people can move through the workshop and skips parts and go to bits they need to learn or relearn. E.g. 59:26 Starts Creating Factors. Do you get what I mean ?

    • @FrancisOuellette_bffo
      @FrancisOuellette_bffo Před 3 lety

      @@alialijama9098 Yes, I do -- I have not done that, but it is an excellent idea ... I will consider ... In my (absent) free time ... But yes, it would be a great addition. Maybe for a summer student. Those timestamps seem to be a lot of work. Are there video tools to help with that? (let me search -- but be free to point) -- Just found this: czcams.com/video/FOMWgFlmo-8/video.html ... Will look into it further. Thank you for the suggestion -- great idea!

    • @alialijama9098
      @alialijama9098 Před 3 lety

      @@FrancisOuellette_bffo I am pretty sure there are, I have seen Freecodecamp use them all the time. Lots of them, see below. You're welcome. I would believe there should be an easier way than getting someone else to do it. czcams.com/users/results?search_query=how+to+create+timestamps+on+youtube

    • @alialijama9098
      @alialijama9098 Před 3 lety

      @@FrancisOuellette_bffo czcams.com/video/yfEdhlBuxCU/video.html

  • @monicapachikerl284
    @monicapachikerl284 Před 4 lety

    Thank you so much!! ❤️

  • @AndreaRomero-oz7xf
    @AndreaRomero-oz7xf Před 4 lety

    Great!!!

  • @sureshkumar-kx2xz
    @sureshkumar-kx2xz Před 4 lety

    Wow! I am really impressed with this course. Presented well with details!

  • @baisun9088
    @baisun9088 Před 4 lety

    good

  • @elizabethking8598
    @elizabethking8598 Před 4 lety

    Dr Laura Hug is an amazing speaker- explains clearly and concisely

  • @terumitamai3382
    @terumitamai3382 Před 4 lety

    Thank you, it was very helpful!