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Showing events with label
Advanced Statistical Modeling
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JMP Academic Webinar - Statistical Analyses for Comparison Research Studies
Wednesday, July 13, 2022
Post questions or comments below. Download the JMP files in the Attachments section to the right. Webinar Overview Many research studies involve testing for and quantifying the differences between treatments. These studies could consist of a simple A/B comparisons of a single factor all the way to exploring the impact that multiple factors including their potential interactions have on an outcome. In this webinar, a statistical scientist from JMP demonstrates a variety of tools in JMP that researchers can use to design comparative studies and perform the proper analyses needed to determine if there are statistical differences across treatments. Helpful Links Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free Teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
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JMP Academic Webinar - Building, Diagnosing, and Interpreting Linear Regression Models
Wednesday, July 27, 2022
Post questions or comments below. Download the JMP files in the Attachments section to the right. Webinar Overview Linear regression modeling is one of the most widely used statistical tools in academic research. Applying this foundational technique effectively requires a degree of technical knowledge regarding model construction, diagnostics, and interpretation. This webinar, which is appropriate for novice to intermediate linear modelers, will help you build the technical knowledge to be able to confidently use linear modeling in your work. We'll see how to: build standard least squares regression models with a mix of continuous and categorical factors, diagnose and address common problems with regression models, and interpret model parameters appropriately. Helpful Links Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free Teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
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JMP Academic Webinar - Teaching Clustering
Thursday, September 22, 2022
Post questions or comments below. Download the JMP files in the Attachments section to the right. Webinar Overview This webinar demonstrates the many resources and tools available in JMP to help you incorporate cluster analysis into your curriculum. We review JMP's clustering tools, which include k-means, hierarchical clustering, and more, as well as how to use these tools effectively for teaching. We also see how the interactive and graphical nature of JMP can help your students develop strong conceptual understandings of this powerful technique. Helpful Links Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Predictive Modeling and Machine Learning
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JMP Academic Webinar - Teaching Business Analytics and Data Science
Thursday, October 20, 2022
Post questions or comments below. Webinar Overview Business analytics and data science are core parts of many business curricula. This webinar begins with a brief interview with a special industry guest, providing some perspective on the use of analytics and JMP Pro at a major investment management firm. It then provides an overview of JMP capabilities and resources for teaching business analytics and data science. It is appropriate both for those considering teaching with JMP and for those who already teach with JMP but would like a refresher on the tools available to them. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
Consumer and Market Research
Data Exploration and Visualization
Predictive Modeling and Machine Learning
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JMP Academic Webinar - Teaching Generalized Linear Mixed Models
Thursday, November 17, 2022
Post questions or comments below. Download the JMP Journal file in the Attachments section to the right. Webinar Overview Generalized Linear Mixed Models (GLMMs) are commonly taught in advanced regression courses and in specific application areas where it is necessary to model non-normal responses as a function of both fixed and random factors. JMP Pro 17 includes new GLMM capabilities that bring JMP Pro's interactive, no-code interface to this powerful modeling technique. This webinar demonstrates how to use JMP Pro 17's new GLMM capabilities through examples suitable for classroom use. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
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JMP Academic Webinar - Teaching Predictive Modeling with JMP Pro
Tuesday, February 21, 2023
Post questions or comments below. Download the JMP Journal file in the Attachments section to the right. Predictive modeling is a core part of education in data science, business analytics, and other domains. JMP Pro includes machine learning algorithms commonly taught in this area, including decision trees, neural networks, support vector machines, k nearest neighbors, and more. It also includes tools for model tuning, validation, comparison, and deployment both inside and outside of JMP (e.g., in Python), and all are implemented in JMP's interactive, no-code interface that makes powerful techniques accessible to a wide range of students. This webinar demonstrates how to use JMP Pro's predictive modeling tools in the classroom and will highlight free teaching resources available to complement your course. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Predictive Modeling and Machine Learning
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JMP Academic Webinar - Teaching Multivariate Methods with JMP, Pt. 1
Tuesday, March 7, 2023
Post questions or comments below. Download the JMP files in the Attachments section to the right. Multivariate statistical methods are taught across a range of disciplines, from chemistry to psychology and more. JMP makes many basic-to-advanced multivariate methods accessible to students through its interactive, no-code interface. This webinar is the first in a two-part series on teaching multivariate methods in JMP. It demonstrates tools for exploring multivariate data, MANOVA, and partial least squares regression. (Part 2 covers principal component analysis, factor analysis, and structural equation modeling.) We also highlight sample data sets and other resources for using these tools in the classroom. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
Data Exploration and Visualization
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JMP Academic Webinar - Teaching Multivariate Methods with JMP, Pt. 2
Tuesday, March 21, 2023
Post questions or comments below. Download the JMP files in the Attachments section to the right. Multivariate statistical methods are taught across a range of disciplines, from chemistry to psychology and more. JMP makes many basic-to-advanced multivariate methods accessible to students through its interactive, no-code interface. This webinar is the second in a two-part series on teaching multivariate methods in JMP. It demonstrates tools for principal components analysis, exploratory and confirmatory factor analysis, and structural equation modeling. (Part 1 covers data exploration, MANOVA, and partial least squares.) We also highlight sample data sets and other resources for using these tools in the classroom. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
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JMP Academic Webinar - Genomics Research with JMP Pro
Tuesday, April 4, 2023
Post questions or comments below. Download the JMP files in the Attachments section to the right. JMP Pro 17 marked a significant change in how genomic data analysis is performed in JMP. New platforms were introduced for genetic marker analysis and breeding simulations, and several existing platforms were optimized for the handling of large, wide data sets. Unlike the specialized JMP Genomics software, these new features are built directly into JMP Pro and do not require a SAS backend. This webinar demonstrates how to apply JMP Pro in genomics research through case studies on Differential Gene Expression and GWAS. Helpful Links Register for upcoming webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP Academic Program: www.jmp.com/academic Free teaching materials: www.jmp.com/teach Guide to Genomic Analysis with JMP Pro: https://www.jmp.com/support/downloads/GenomicAnalysisWithJMPPRO/Content/JMPGenomicAnalysis/IntroductionToWideData.htm Contact the JMP Academic Team at academic@jmp.com.
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Academic Webinar
Advanced Statistical Modeling
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JMP Academic Webinar - Teaching Text Mining
Tuesday, October 10, 2023
Webinar Overview Unstructured text data is everywhere, and modern analytics and data science education is increasingly covering text mining techniques. Text Explorer in JMP and JMP Pro enables students to learn basic and advanced text mining methods through an interactive, no-code interface, making text mining approachable to a wide range of students and disciplines. This webinar demonstrates basic text analyses in JMP, including term frequencies, word clouds, and term co-occurrences before moving on to more advanced techniques in JMP Pro, including latent semantic analysis, topic analysis, and sentiment analysis. We also review free text mining teaching resources that you can incorporate into your course. Helpful Links Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
Other
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Mastering JMP Webinar - Functional Data Explorer for Spectral Data (Pro)
Friday, October 20, 2023
www.jmp.com/mastering
Since the Functional Data Explorer was introduced in JMP Pro 14, it has become a must-have tool to summarize and gain insights from shape features in sensor data. With the release of JMP Pro 17, we have added new tools that make working with spectral data easier. In particular, the new Wavelets model is a fast alternative to existing models in FDE for spectral data. Drop in to get an introduction to these new tools and see how you can use them to analyze your data. This Mastering JMP online webinar will be offered in different languages: - German 10:00 CEST: https://www.jmp.com/de_de/events/live-webinars/mastering-jmp/functional-data-explorer-part-2/20-oct-2023.html - English 11:00 BST (12:00 CEST):https://www.jmp.com/en_gb/events/live-webinars/mastering-jmp/functional-data-explorer-part-2/20-oct-2023.html - French 11:00 CEST:https://www.jmp.com/fr_fr/events/live-webinars/mastering-jmp/functional-data-explorer-part-2/20-oct-2023.html - Italian 11:00 CEST: https://www.jmp.com/it_it/events/live-webinars/mastering-jmp/functional-data-explorer-part-2/20-oct-2023.html
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Advanced Statistical Modeling
French
German
Italian
Mastering JMP
Predictive Modeling and Machine Learning
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JMP Academic Webinar - Teaching Advanced Regression
Tuesday, November 7, 2023
Webinar Overview A solid foundation in ordinary least squares (OLS) regression will take students a long way in their careers. Yet, many will someday encounter situations that OLS cannot readily handle. Perhaps the response distribution is non-normal. Or perhaps the predictors are highly correlated or outnumber the observations. Or maybe there are so many possible models that they need a principled way to select the best one. In these situations, familiarity with advanced regression techniques is critical. This webinar guides you in using JMP and JMP Pro to teach several advanced regression methods: generalized linear models, stepwise regression, and regularized regression. Emphasis is on JMP Pro’s Generalized Regression platform. Helpful Links Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars Free 30-day trial: www.jmp.com/try JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach
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Academic Webinar
Advanced Statistical Modeling
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JMP Academic Webinar – Teaching Categorical Data Analysis with JMP
Wednesday, February 7, 2024
Webinar Overview JMP includes comprehensive tools for teaching categorical data analysis concepts and techniques, including categorical probability distributions, confidence intervals and hypothesis tests on proportions, contingency analyses, logistic regression, and more. This webinar provides a tutorial on how to use these tools, with plenty of teaching-focused tips along the way. We also review some of JMP Academic's free teaching resources related to categorical data analysis. By the end, you'll be better prepared to use JMP to teach categorical data analysis in your course. Helpful Links Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach JMP for students: www.jmp.com/student
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
English
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JMP Academic Webinar – Teaching Survival and Reliability Analysis with JMP
Wednesday, February 21, 2024
Webinar Overview Analysis of time-to-event data – often called survival or reliability analysis – is commonly taught in biostatistics, reliability engineering, and other domains. JMP’s suite of survival and reliability tools support comprehensive teaching of key concepts and techniques in this domain, including survival and hazard functions, censoring, Kaplan-Meier analysis, parametric survival modeling, and more. This webinar provides a tutorial on JMP tools for teaching these concepts and techniques, as as well as a brief review of JMP tools for more specialized reliability analyses common in industry, such as accelerated life testing. We also point you to relevant free teaching resources from the JMP Academic team. Helpful Links Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach JMP for students: www.jmp.com/student Timestamps 0:00 Introduction 4:28 Kaplan-Meier Analysis 14:17 Proportional Hazards Models 26:30 Estimating Time-to-Event Distributions 36:55 Left and Interval Censoring 40:40 Parametric Survival Models 47:40 Accelerated Life Testing 53:41 Degradation Analysis 56:28 Teaching Resources
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Academic Webinar
Advanced Statistical Modeling
English
Reliability Analysis
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JMP Academic Webinar – Teaching Mixed Models with JMP and JMP Pro
Friday, March 8, 2024
Webinar Overview Linear mixed models — linear models with both fixed and random effects — have become widely taught in many disciplines due to their ability to handle non-independence among observations, a challenge that students are likely to encounter at some point in their careers. JMP and JMP Pro include extensive mixed modeling capabilities, with an interactive no-code interface that makes mixed models more approachable for many students. This webinar presents tools for analyzing basic blocking structures in JMP before moving on to JMP Pro for tutorials on analyzing data with more complex covariance structures and on mixed models for non-normal response data (generalized linear mixed models). We provide teaching tips along the way, including pointers to relevant teaching resources from the JMP Academic team. Helpful Links Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach JMP for students: www.jmp.com/student Timestamps 0:00 Introduction 6:55 ANOVA with blocking effect in JMP 19:23 ANOVA with blocking effect in JMP Pro 24:53 Visualizing shrinkage 30:18 Random coefficients model 35:32 Visualizing covariance 39:15 Repeated measures 46:37 Visualizing correlations among residuals 51:08 Generalized linear mixed models 55:25 Teaching resources 4:28 Kaplan-Meier Analysis 14:17 Proportional Hazards Models 26:30 Estimating Time-to-Event Distributions 36:55 Left and Interval Censoring 40:40 Parametric Survival Models 47:40 Accelerated Life Testing 53:41 Degradation Analysis 56:28 Teaching Resources
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Academic Webinar
Advanced Statistical Modeling
English
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JMP Academic Webinar – JMP Pro for Teaching Business Analytics and Data Science
Wednesday, March 20, 2024
Webinar Overview Analytics and data science skills are in-demand and widely taught across business, marketing, information systems, and many other fields. JMP Pro’s combination of an interactive, no-code interface with powerful statistical and machine learning capabilities makes it a strong choice for teaching in this area. This webinar provides a comprehensive overview of JMP Pro for teaching business analytics and data science, including data visualization, basic statistical modeling, machine learning for predictive modeling and data mining, and more. We also review relevant teaching resources that make it easier to adopt JMP Pro in your course, including textbooks with JMP integration, quick tutorial videos, and case studies for demonstrating real-world analytics problems with JMP Pro. This webinar is appropriate both for instructors who are new to JMP Pro and for those who already teach with JMP Pro but would appreciate a broad overview of its capabilities for business analytics and data science. Helpful Links Free 30-day trial: www.jmp.com/try Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach JMP for students: www.jmp.com/student
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
Data Exploration and Visualization
English
Predictive Modeling and Machine Learning
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JMP Academic Webinar – JMP for Teaching Statistics in Life Sciences
Wednesday, April 3, 2024
Webinar Overview Health and life sciences are innovative, fast-growing industries that present many career opportunities for students with data analysis skills. JMP includes comprehensive data visualization and analysis capabilities for life sciences, all packaged in an easy-to-use, visual interface that is great for the classroom. This webinar provides a comprehensive overview of JMP tools for teaching statistics in life sciences, including data visualization, basic statistical tests, regression and ANOVA, categorical data analysis, survival analysis, and more. We also review relevant teaching resources that make it easier to adopt JMP in your course, including textbooks with JMP integration, quick tutorial videos, and case studies for demonstrating real-world analytics problems with JMP. This webinar is appropriate both for instructors who are new to JMP and for those who already teach with JMP but would appreciate a broad overview of its statistical capabilities for life sciences. Helpful Links Free 30-day trial: www.jmp.com/try Register for upcoming JMP Academic webinars: www.jmp.com/academic-webinars JMP for academics: www.jmp.com/academic Free teaching materials: www.jmp.com/teach JMP for students: www.jmp.com/student
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Academic Webinar
Advanced Statistical Modeling
Basic Data Analysis and Modeling
Data Exploration and Visualization
English
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Identifying the Impact Curved Factors has on Responses
Friday, August 2, 2024
This webinar is in English, 2:00 p.m. US Eastern Time. Learn how to analyze sequential measurement data where measurements you want to analyze as factors are not single points, but a range of points presented as curves. Examples include chemical spectra, sensors, batch or streaming data. Learn how to efficiently use the full range of data rather than selected points in the curve to provide immediately interpretable results, including graphs typically used to understand these kinds of data. See a 30-minute demo and stay on if you want to join 15-30 minutes of Topic Discussion and Q&A. This webinar covers: cleaning, aligning and handling outliers in streamed data; identifying underlying structures among batches in a process and the impact of shape changes on responses; building models; and maximizing desirability to get the best results.
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Advanced Statistical Modeling
English
Mastering JMP
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Organizing Text for Analysis
Friday, August 16, 2024
This webinar is in English, 2:00 p.m. US Eastern Time. See how to use Text Explorer to analyze unstructured text, such as comment fields in surveys or incident reports. Learn how to interactively consolidate similar terms, recode terms, understand the underlying patterns in your text data and include the data in your analyses. See a 30-minute demo and stay on if you want to join 15-30 minutes of Topic Discussion and Q&A. This webinar covers: identifying key words and phrases using term and phrase lists, word clouds and summary counts; reviewing any term or phrase in-context; interactively stemming; interpreting stem reports and stem exceptions; and recoding and parsing regular expressions.
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Advanced Statistical Modeling
English
Mastering JMP
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