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Mia Stephens
Приєднався 15 сер 2012
Advanced Predictive Modeling with JMP Pro Nov9 2017
In this video we create and explore a variety of predictive models, including classification and regression trees, Bootstrap Forests, Boosted Trees, neural networks, and penalized regression models (Lasso and Elastic Net). We discuss modeling for unbalanced responses, and show how to change the cutoff for model classification. We also see how to use the Formula Depot to compare competing models, select the best model, and write scoring code (C, Python, SAS,…) for model deployment. A quick introduction to mining unstructured text data with the Text Explorer platform is also provided.
Переглядів: 15 136
Відео
Basic Predictive Modeling Nov 7 2017
Переглядів 11 тис.6 років тому
In this webinar we show how to build multiple linear and logistic regression models in JMP Pro 13. We also demonstrate how to validate, compare, and select the best predictive model, and provide an overview of tools for data preparation for modeling and dimension reduction.
JMP Academic Series: JMP Basics for Professors and Students 08Mar2017
Переглядів 7207 років тому
A first introduction to JMP, including navigation and use, data summary and graphics, importing data into JMP, saving results, and an overview of JMP Help and resources for learning and using JMP.
JMP Academic Series: Teaching Predictive Modeling 28Feb2017
Переглядів 3,8 тис.7 років тому
An overview of the tools and techniques commonly used by academics in business schools and analytics programs, including multiple linear and logistic regression, classification and regression trees, advanced tree methods, neural networks, model validation, and model comparison and selection. New features for predictive modeling in JMP 13 Pro, including the Formula Depot and Text Explorer, were ...
JMP Academic Series: Engineering Statistics 15Feb 2017
Переглядів 3,8 тис.7 років тому
An overview of methods covered in an introductory engineering statistics course using JMP 13, including basic graphs and summary statistics, statistical intervals and hypothesis testing, and linear models. The following topics were also briefly covered: nonlinear modeling, reliability, designed experiments, control charts, process capability, and measurement systems analysis.
JMP Academic Series: Data Summary and Analysis, Feb 1, 2017
Переглядів 2,3 тис.7 років тому
Review of tools for summarizing and graphing data in JMP 13, with an emphasis on univariate, bivariate, and multivariate analysis in Distribution, Fit Y by X, and Fit Model. An overview of other multivariate and advanced modeling tools in JMP 13.1 was also provided. Summarize and Graph Data ua-cam.com/video/7JSg_2YYMpQ/v-deo.htmlm00s Columns Viewer (for data summary) ua-cam.com/video/7JSg_2YYMp...
Data Preparation and Modeling 08Nov2016
Переглядів 1,7 тис.7 років тому
An overview of tools for preparing data for modeling and predictive modeling in JMP 13 Pro. Re-uploaded to improve resolution.
JMP Academic Series: Engineering and DOE (25Oct2016, JMP 13)
Переглядів 7 тис.7 років тому
An overview of methods commonly used in engineering and industrial fields, including basic graphs and analysis, statistical intervals and hypothesis testing, linear and nonlinear modeling, reliability, control charts, process capability, and designed experiments. Information on the JMP Help (jmp.com/support/help/13) and JMP Academic Resources (jmp.com/teach) is also provided.
JMP Academic Series: Biostatistics and Health Sciences
Переглядів 3,1 тис.9 років тому
How to graph and analyze data in JMP, with an emphasis on tools and techniques commonly used within the health sciences. Topics include interactive graphical displays, descriptive statistics, confidence intervals and hypothesis tests, odds ratios, relative risk, linear and logistic regression, survival analysis, and mixed models.
Regression Modeling and Analysis in JMP
Переглядів 42 тис.9 років тому
An overview of regression methods available in JMP and JMP Pro, along with a demonstration of how to create an ordinary least squares regression model and a Lasso (penalized regression) model.
JMP Academic Series: Engineering Statistics
Переглядів 6 тис.9 років тому
A live webinar recorded in JMP 12 on March 20, 2015. How to graph and analyze data in JMP, with an emphasis on tools commonly used by students and professors in engineering and industrial fields, including basic graphs and analysis, modeling, control charts, and designed experiments.
Data Visualization and Modeling In JMP 12 Pro
Переглядів 10 тис.9 років тому
A recording of a live webinar using JMP 12 Pro on March 12, 2015. Constructing interactive data visualizations and predictive models in JMP 12 Pro, with an emphasis on tools and techniques commonly used by students and faculty in business schools and analytics programs: Dynamic graphics, multiple linear and logistic regression, classification and regression trees, advanced tree methods, neural ...
Data Summary and Analysis with JMP (2/26/2015)
Переглядів 39 тис.9 років тому
A recording of a live webinar on Feb 28, 2015. Review of summarizing and graphing data in JMP 11 and 12. Analysis of univariate and bivariate data using Distribution and Fit Y by X, and fitting least squares and logistic regression models using Fit Model. Introduction to the following platforms: Multivariate, Principal Components, Clustering, Partition, and Mixed Models in JMP Pro.
JMP for the Engineering Student
Переглядів 1 тис.9 років тому
A live webinar recorded using JMP 11 in October, 2014. JMP for the Engineering Student shows how to graph and analyze data in JMP, with an emphasis on tools commonly used by students in engineering and industrial fields, including statistical intervals and hypothesis tests, creating statistical models, reliability, designed experiments and control charts.
JMP Prediction Formulas
Переглядів 18 тис.9 років тому
To save a prediction formula for a regression model in JMP using the Housing Prices data, and make predictions using the saved formula in the data table.
Thank you
Where is dataset?
Thank you 🙏
how to determine learning speed and other parameters in JMP?
Hi Mia. I use JMP 15.2 but have no Bootstrap Boosted .... Could you please advise?
Love the tutorial. We created a full course on Udemy for everyone!
thanks a lot! Even for basic modeling I have received a new knowledge.
Thanks for this video. can you explain "what does the red line near Boxplot indicate?"
it was beneficial thank you
for fit model: could you specify how you got Validation option?
I go to university in Canada. My university only allows access to JMP 9 for some reason. Is it possible for me to update to JMP 13 since most of the data sets on the academic website don't work with JMP 9?
Hi Abhay, The data sets should open, and most of what is covered in this video should still work in JMP 9. Which university do you go to? If they have a site license they should have access to JMP 13. If they don't have a site license there are other options for getting JMP (see jmp.com/getjmp). Mia
Thanks for these wonderful tutorials!! I'm going to the Univesity of British Columbia in Vancouver. We are learning JMP for our biostats course and I find this program a lot better than excel.
OK, thanks. And, thanks for the feedback on the tutorials! One option is to go to www.onthehub.com/jmp - you can get a license of JMP 13 for Mac or Windows at a really reasonable price (in the US its $30/6 months or $50/year). Chuck London (chuck.london@jmp.com) can provide information on licensing options if your professor is interested.
Thanks
uhhh wrong button........ :l I guess I will go yeahh....wrong button bye
A table of contents for the webinar has been added to the description. Click "Show More" for direct links to topics in the video.
Hi Mia, Thank you for the uploads and detail explanation. Is it possible in jmp to create charts or updates charts live with live data ?
Thanks for your question! You can use JSL (JMP Scripting Language) to pull data into JMP and update a graph. The Query Builder is also nice if you're pulling data in from a data base. Our user community at community.jmp.com is a good place to post general questions like this, to ask more specific questions, or to search answers to similar questions. Our global community members, users and technical experts in various fields, are quick to provide answers and share what they've done.
Where can i find and download the Data Set you are working with?
The journal and the data sets are available her: community.jmp.com/docs/DOC-7288.
Thanks
thanks a lot
Everything so nicely explained, thank you so much!
Thank you it is really helpful.
Hi Mia, can I please have your mail contact,i'm looking for database for phd purposes