R - Exploratory Data Analysis

Course: Introduction to Programming with EViewsThe learning process begins importing data and progresses to replacing menu commands with programs. Along the way, learners are introduced to the classic elements of a programming language, such as loops and techniques for working with vectors and matrices. You will learn how to utilize the programming language in EViews for conducting data analysis, building models, and making forecasts. This course is ideal for anyone looking to deepen their skills in data handling and econometric analysis with EViews. Course Content: 📊 Getting to Know the EViews Programming Environment – Introduction to the software and programming language 📊 Creating EViews Scripts – Automating data analysis and models 📊 Data Imports and Exports – Working with external datasets and integrating results 📊 Loops and Conditions – Using loops and conditional statements in programming 📊 Error Handling – Tips for error analysis and troubleshooting in programs 📊 Macros and Functions – Creating and using custom functions and macros for modeling 📊 Programming Forecast Models – Building time series and econometric forecast models Requirements: 📌 Basic knowledge of statistics and econometrics 📌 No prior programming knowledge required; this course is designed for beginners in EViews programming 🕒 Course Duration: 2 days 🔹 Sign up now and expand your programming skills in EViews!

Course: Introduction to JMP Scripting (JSL) – Automating and Customizing Procedures In this two-day course, you will learn how to automate routine procedures, create new procedures, and customize reports using the JMP scripting language (JSL). You will be introduced to JSL to tailor the functionality of JMP to your specific business or research needs. You will learn how to create and save scripts, perform complex data operations, and develop custom analysis and reporting functions. Course Contents: 🔧 Scripting Concepts – Introduction to the JMP scripting language (JSL) and its applications 🔧 Object-Oriented Approach – How to use JSL for complex tasks 🔧 Saving Scripts in the Table Panel – Automating routine procedures 🔧 JSL Building Blocks – Operators, lists, expressions, and basic concepts 🔧 Visual JSL Style – Reading, interpreting, and understanding JSL code 🔧 Functions – Working with For loops, If conditions, and other functions 🔧 Creating Scripts for Data Tables and Platforms – Creating tables, modifying columns, developing scripts for custom platforms and windows 🔧 Dialog and List Fields – Creating user interfaces for data interaction 🔧 Packaging Scripts – Generic arguments and creating reusable scripts Prerequisites: 📌 Experience with JMP (e.g., from the "JMP - Introduction" course) 📌 Programming skills are helpful but not required. 🕒 Course Duration: 2 Days 🔹 Sign up now and enhance your skills in automating and customizing JMP procedures!4o mini

Minitab is a powerful statistical software for statistical analysis of data e.g. in research and quality management. Using an interactive wizard, the program offers a comprehensive range of statistical methods and graphical tools allowing to perform safely and successfully the steps of an analysis. Therefore, it is useful for industry, research, development and teaching.The system environment facilitates the steps from data import to 2D and 3D data visualization up to data exploration and analytical statistics. The project management, reporting and documentation of the results are logical and flexible to handle.Minitab is used worldwide for the implementation of Six Sigma projects and provides standard statistical methods, ANOVA, regression, quality tools, quality control charts, life cycle and reliability analysis, measurement system analysis, process capability analysis, design of experiments (DoE), excellent graphs and much more.Minitab shows an extreme adaptability, supported both by the integrated programming language allowing to automate processes and by the option to compile menus individually. Thus, it is not only possible to define company-wide standards, but also to adapt Minitab to the company's needs, giving the users only those analysis at hand which is actually needed.Arguments for Minitab:Minitab offers a comprehensive range of statistical methods and graphical toolsMinitab supports you in all phases of a Sig Sigma processMinitab is very adaptable and programmable Minitab - The 'All-In-One' Statistical and Graphical Analysis Software PackageMinitab is one of the leading providers of statistical software and services for quality management, education and research.Minitab provides precise but easy to use functions for quality management and general statistics. Minitab is used by plenty of leading companies like General Electric, Ford Motor Company, General Motors, 3M, Honeywell International, LG, Toshiba, Nokia and many leading Six Sigma consultants.As an introduction to statistics, Minitab is also established in more than 4.000 technical schools and universities. Minitab's head office is located in State College, PA, USA and has branch offices in the UK, France and business partners across the whole world.Interactive Assistant for smooth AnalysisMinitab gives you the confidence you need to improve quality, with features like an interactive assistant that guides you through your analysis. It is specifically designed to help you succeed at every step of your analysis. Once you've chosen the right tool, the assistant identifies all the steps you should take to ensure the results of your analysis are accurate and trustworthy.Step by Step GuidanceAn interactive decision tree leads you to the right statistical tool by posing a series of questions you need to answer, such as the type of data you're working with and the objective of your analysis. When you face a question you can't answer, the assistant provides the information you need to respond correctly, such as the definitions of important terms and illustrated examples that help you understand how the question relates to your own data.Dialogs helps you running analysis quick and easyThe assistant's dialogs are simple to complete. Steps have been streamlined and the text that accompanies the input fields is accessible and direct. Fields will even dynamically change based on your input.Interpret your results with confidenceSummary reports help you draw the correct conclusions and explain why. They illustrate the answers to important questions, and include comments that give your analysis context and meaning.Diagnostic reportDiagnostic reports help you further understand your analysis by providing additional detail, such as outliers you should explore and the chance of detecting a significant difference.Report cardReport cards verify your analysis by providing assumption checks and identifying any concerns you should be aware of, such as unusual data points and issues with normality and sample size.Start using the software immediately!Minitab's interface is intuitive and easy to use.An extensive selection of statistical methodsBasic statisticsAccess a complete set of statistical tools, including descriptive statistics, hypothesis tests, confidence Intervals and normality tests.Regression and ANOVAUncover the relationships between variables and identify important factors affecting the quality of your products and services.Quality toolsDetermine if your measurement systems are adequate, assess how well your processes meet specification limits, create sampling plans, and more.Design of Experiments (DoE)Find the settings that optimize your processes using factorial, response surface, mixture and Taguchi designs.Control chartsMonitor your processes over time and evaluate their stability.Reliability and survivalDetermine a product's lifetime characteristics using a wide range of tools including distribution analysis and accelerated life testing.Dig Deeper into your DataMinitab graphs are powerful tools for investigating your process further and removing any doubt about the steps you should take to improve it.Automatically update your graphs and control charts when you add or edit data.Select and examine points of interest, then use them to create alternate data sets and graphs.Share your ResultsSharing your findings with colleagues is easy. Minitab's assistant automatically produces a comprehensive, straightforward summary of your analysis that includes relevant graphs and output, and how to interpret them. And there is more, Minitab's rich graphs are the building blocks of an engaging and professional presentation. They are simple to edit, and you can export them directly to MS Word and PowerPoint. Further InformationMinitab Homepage