Statistical regression työt

More details: What specific type of data analysis do you need? Statistical analysis What information should successful freelancers include in their application? Detailed project proposals What type of statistical analysis do you require? Predictive analysis

I seek a solution-oriented software developer to create a specialized software for my Windows system, which can apply multiple prediction models to an Excel sheet. Key Functions: - Incorporating various prediction models: This includes not only regression, classification, and clustering models, but also decision trees, neural networks, random forests, and support vectors. Ideal Candidate: - Expertise in developing Windows compatible software - Strong understanding of data prediction models - Knowledgeable in Excel functionalities - Ability to integrate sophisticated prediction algorithms The final outcome should be a user-friendly software that enhances my productivity by allowing me to apply versatile prediction models to my data effortlessly.

Hello i want Full-Time QA Tester/Manager Only freelancer Bid Company/Agency please dont bid Bid After check full description and please start the bid from "QAT01" - Developing and implementing test plans - Conducting functional, regression and performance testing - Identifying and documenting software defects - Managing and coordinating with client and Development team I have few project going on i need QA who check and test and give update to developer Full time i need on monthly basis and i want to continue working And i dont need Senior tester If you have 1 or 2 year of experiance also good My budget is 10,000 INR to 20,000 INR

I need a comprehensive statistical analysis of my survey data using descriptive statistics, and I'd like the results presented in visually engaging charts and graphs. Your main tool for this should be Microsoft Excel. Key Responsibilities: - Perform a detailed descriptive statistical analysis of my survey data. - Translate the findings into easy-to-understand charts and graphs. - Ensure all the visualizations are created using Microsoft Excel. Ideal Skills and Experience: - Proficiency in statistical analysis, particularly in descriptive statistics. - Strong experience in creating visual representations of data through charts and graphs. - Expertise in using Microsoft Excel for data visualization. - Ability to present complex statistical information in a ...

I'm seeking an experienced statistics specialist for PHD research to support with rigorous analysis of scientific research data. Key Responsibilities: - Conduct comprehensive statistical analysis on scientific research data - Need to convert MS forms results, into several spreadsheet statistics and help with interpretations Ideal Candidate: - Proven experience working with scientific research data - Strong understanding of various statistical methodologies, such as hypothesis testing, regression, and ANOVA - Proficient in data analysis tools and software - Excellent communication skills to present findings to a non-technical audience In your application, please provide details of your previous experience in similar projects. I'm looking for a professi...

I need an Android applicat...Excel file and display the data in various ways. Key Features: - The app should be able to read the Excel file I provide. - It should show the numeric data per line and column as specified in the Excel. - It should also be able to perform statistical analysis on the data. - The app should provide graphical representation of the data. Users should be able to interact with the data within the application in a 'view only' mode. Ideal Skills: - Proficient in Android app development - Experience with Excel data processing - Ability to implement statistical analysis in an app - Familiarity with graphical representation in mobile apps - Excellent understanding of data visualization Please let me know if you require any further details. Lo...

I'm looking for a skilled Python programmer to assist in building a General Regression Neural Network (GRNN)-GA hybrid specifically for prediction modeling. The model will be 15 inputs variables with 5 outputs variables. The ideal candidate should have experience with: - Python: A strong grasp of Python is essential. - Machine Learning & Neural Networks: Experience with machine learning concepts and neural networks, particularly GRNNs, is a huge plus. - Data Analysis: A background in data analysis is highly desirable, as the project involves translating data into predictive models. - Database Integration: Experience in integrating Python applications with existing databases is crucial as the project will entail integrating the GRNN-GA hybrid model with an existing database...

I'm in need of a skilled report writer who can support me in creating a comprehensive project report based on the following research question - "Explain and evaluate the personality trait of 'Openness'. To what extent (if any) does measures of childhood intelligence predict levels of...professional findings on the relationship between childhood intelligence and adulthood 'Openness' - Adhering to the Harvard referencing style I seek a freelancer with the following skills and experience: - Proven track record in academic writing, particularly in psychology or related fields - Strong knowledge of 'Openness' as a personality trait - Familiarity with conducting and interpreting statistical analysis in the context of psychological studies - Excelle...

Hey! I have experties on statistical analysis.

I want diabetes prediction using all types of algorithm -svm, knn, linear regression logistic regression, naive bias, random forest, regression analysis, ensemble learning. All of the model should show the accuracy rate of prediction. A graphical pie chart showing which model is giving how much accuracy and validation loss. So that we can say that ml algorithm is best for diabetes prediction. I want a tableau visualization showing all of these predictions correctly A webapp using flask and a jotform for user to use and predict easily. If you can successfully deliver I would like to work on a thesis paper for publication

...data. Moreover, I'm looking for a professional who can conduct statistical analysis on this dataset. Key tasks: - Formatting cells: This involves making sure that the data is presented in a readable and visually appealing format. - Filtering and sorting: The freelancer should be able to organize the data in a way that makes it easy to understand and analyze. - Statistical analysis: The dataset needs to be analyzed statistically. This means that the freelancer should be proficient in statistical tools and techniques. Ideal candidate: - Proficient in Excel: The freelancer should have excellent skills in using Excel for data cleaning and analysis. - Statistical Expertise: A background in statistics and experience with statistical analysis tools is ...

...Forecasting Module into Amana Pilot Description: This project involves developing a comprehensive feature for financial forecasting within the Amana Pilot platform. The feature encompasses both front-end and back-end development, enabling the processing and display of forecasted results based on a company's historical cash flow data. Forecasts will be generated using machine learning models, such as regression, leveraging financial data from previous months. Front-End Features: - Implementation of a cash flow tracking table, displaying the evolution of cash flow for previous months and forecasts for upcoming months (e.g., 4 months, 6 months, etc.). Past data will be represented by solid bars, while forecasted data will be represented by empty or hashed bars. - Allowance ...

I'm seeking an individual proficient in Excel, with significant experience specifically in entering statistical data. The task revolves around efficiently and accurately typing numbers into an Excel sheet, which will then be processed for statistical analysis. Key Responsibilities: - Accurately input numerical data into Excel - Familiarity with statistical data is advantageous - Format inserted numbers as percentages Ideally, the individual will have stellar attention to detail, the ability to work under tight deadlines, and a strong grasp of handling statistical data. Prior experience in a similar role will definitely give you an edge.

Project Description: Hi there! I've just wrapped up a project where we've developed an R script to classify email messages as ...data analysis. Suggest and implement improvements for better performance or clarity. Document any changes made and provide feedback on the script. Required Skills: R Programming: Strong skills in R are essential for understanding and optimizing the existing scripts. Data Analysis: Proficient in analyzing large datasets and improving data handling and processing techniques. Statistical Analysis: Ability to apply statistical methods to verify results and improve data interpretation. Problem Solving: Must be excellent at identifying issues and finding effective solutions. Communication: Clear communication skills to explain changes and improv...

Developing a unique tool to track performance indicators related to my sports game. The application should focus on collecting statistical data for both player and team performance. graphical representation ok, but need numerical and tabular format to accurately depict game stats especially for goalie saves vs. goals against. Ideal Skills and Experiences: - Strong technical expertise in developing gaming applications/ tools - Prior experience in creating statistical data applications for sports teams - Good understanding of sports metrics Key Tasks: - Implementing a feature to track and calculate player performance statistics - Including specifics for tracking team performance data - Creating the system to generate data tables and numbers for easy analysis

I require a professional who can develop a detailed sales forecasting report leveraging Power BI. The project needs to be done within one day. Key Requirements: - Utilize data from Excel spreadsheets for the forecasting. - The sales forecast should b...professional who can develop a detailed sales forecasting report leveraging Power BI. The project needs to be done within one day. Key Requirements: - Utilize data from Excel spreadsheets for the forecasting. - The sales forecast should be detailed, breaking down sales by product/service. - The forecasting model should be based on regression analysis. Ideal Skills: - Proficiency in Power BI. - Strong experience in Excel data analysis. - Proven track record in regression analysis for sales forecasting. - Ability to work under...

I am seeking a proficient Python programmer with in-depth understanding of RESTful APIs and statistical data management. Skills and Experience: - Strong Python programming background - Solid understanding and working experience with RESTful APIs and statistical data Project Requirements: - Design an efficient RESTful API that handles statistical data - Write clean, readable, and maintainable Python code The successful freelancer will mainly work with Python to create an API that effectively manages the given data. In-depth knowledge of how to handle statistical data, and transforming it to be utilized by the API is essential.

I am seeking assistance with the statistical data analysis of a budget. The nature of the project involves: - Analyzing and interpreting complex numerical data surrounding a specified budget. - Employing statistical methodologies to determine trends, correlations, and patterns in the dataset. Ideal skills and experience would be: - Expertise in data analytics, with a strong foundation in statistical data analysis is necessary. - Previous experience in budget analysis would be a significant advantage. - Proficiency in using software for data analysis and reporting is desired.

As a result-oriented individual, I'm in need of a profess...who can effectively analyze my Likert scale survey data. The ultimate objective is to identify underlying trends from the data. Unfortunately, specific statistical tests of interest were not specified, hence the freelancer should be adroit and willing to suggest statistical methods that will yield valuable insights. A freelancer with a strong statistical background and experience in handling Likert scale responses would be the ideal candidate. Ability to offer insightful recommendations based on the data analysis would be an added asset. Key tasks include: - Comprehensive data analysis for patterns - Suggesting and implementing statistical tests for valuable insights - Providing actionable re...

I'm in search of an expert in data analytics and python to work on my assignments. Here is what the position entails: - **Tasks:** The assignment covers data cleaning and preprocessing, statistical analysis and modeling, and data visualization. The candidate will be required to handle tasks related to these areas. - **Frequency:** New tasks will be assigned every week or once every two weeks. Ideal candidates should have a profound understanding of IT, GitHub, Python and data analytics. Expertise in these areas is crucial to successfully completing the tasks. The candidate should also be highly organized, reliable and capable of meeting deadlines. The ability to comprehend tasks and follow directions accurately is a key requirement for this position.

I am in need of a freelancer who can support me with statistical analysis and medical writing tasks. The project involves: - Data cleaning and preprocessing: The data needs to be prepared for analysis, including identifying and handling missing data, outliers, and other data-related issues. - Descriptive statistics: I require the computation of basic descriptive statistics to summarize the main features of the data. - SPSS Usage: Expertise with SPSS is essential as this is the preferred software for the statistical analysis. Additionally, you will be expected to: - Write a medical journal report based on the analysis conducted: You will need to be able to effectively communicate the results of the analysis in a clear and concise manner, suitable for a medical audience. I...

I'm seeking an expert in Excel who can efficiently merge two sets of numerical data sourced from different spreadsheets. Key tasks include: - Cleaning similar columns to create a unique identifier for perfect merging - Conducting statistical analysis on the merged data to find the mean, median, mode Ability to analyze data meticulously, professional experience in using Excel and familiarity with advanced statistical functions are essential for this project. Stringent attention to details is appreciated, as the data to be handled is delicate and the outcomes crucial. An understanding of data cleaning techniques in Excel would be an added bonus.

I am in search of a proficient data analyst who can meticulously analyze 110 questionnaires and come up with insightful trends and patterns. Your role will primarily involve the following: - Thorough analysis of the questionnaires to identify trends, patterns and generate actionable insights. - Performing statistical analysis using SPSS. Prior expertise in SPSS is preferred. - Writing a detailed 5-page report on the findings based on the analysis in APA format. Ideal candidates should possess strong analytical skills, have experience in data analysis and report writing, and be well-versed with APA report formatting. Being able to effectively identify trends and make data-driven decisions will be instrumental for this project. Please ensure your bid reflects your ability to fulfill...

I have a project that involves conducting a thorough data analysis using Stata. The main objective of this data analysis is to explore data patterns, generate statistical insights, and predict future trends. - The data I have is a mix of numeric, categorical, and textual data. I'm looking for a seasoned data analyst with a deep understanding of Stata, who can engage with the data and provide a comprehensive analysis. The project is time-sensitive, so I need someone who can deliver high-quality work within a short timeframe.

I am a doctoral student who has conducted mixed method research using a survey that has gleaned approximately 1171 total responses. I am looking for a professional with a strong background in SPSS to guide me through several analyses via zoom while I am doing it on SPSS. The analyses I think I will need are Descriptive statistics, Frequencies, Regression analysis, and ANOVA but I would need the person I work with to confirm this. I am working with both Numeric and Categorical data. Therefore, I need help in navigating these areas and interpreting the results. To perform to my expectations, you need to have: - Proven experience in running and interpreting SPSS analyses - A solid understanding of both numeric and categorical data analyses - Availability to work with urgency as I am ...

...to execute comprehensive data analysis for me. Key Tasks: - Conducting descriptive statistics, hypothesis testing, and regression analysis on a sizable dataset. - Ensuring that the analysis is thorough, accurate, and adequately covers all variables in the dataset. Specifics: - The dataset is quite large, requiring meticulous handling, especially in terms of time taken for the analysis. - There are a significant number of variables, which implies a considerable volume of data to process. Ideal Candidate: - Must be a Stata expert with proven experience in handling extensive data analysis. - Statistician background is beneficial, as a thorough understanding of statistical tests is required. This is a crucial project for me, so I'm looking for someone with the right ...

I'm in need of a statistical expert for a specific task. - The purpose of this project is to conduct a sample size calculation for hypothesis testing, specifically using a Chi-square test. - The main outcome measure of my study involves analyzing outcome frequencies. The ideal freelancer for this role should have: - Proficient experience in statistical analysis - Strong expertise in hypothesis testing and sample size calculation - Prior knowledge in using the Chi-square test - Ability to understand the intricacies of outcome frequency analysis. I'm looking forward to collaborating with a detail-oriented and reliable professional for this project.

My project requires a professional with expertise in econometrics, specifically regression analysis, using Stata software. It also calls for the delivery of a comprehensive report based on the analysis findings. Key Skills and Experience: - Proficiency in econometrics, particularly regression analysis - Demonstrable experience using Stata for data analysis - Ability to translate analysis results into a detailed, coherent report

I'm seeking a skilled R programmer proficient in statistical modeling for survey data. The project specifically requires: - Applying basic descriptive statistics: The statistical model should be aimed at analyzing the survey data. As such, I need someone who can work with the basics of descriptive statistics to provide insights. Ideal Skills and Experience: - Proficiency in R programming and statistical modeling - Experience working with survey data - Strong understanding of basic descriptive statistics - Excellent analytical skills to draw valuable insights from the data.

I'm seeking an experienced data scientist and analyst to support me in improving my business operations through a data-driven approach. The project will involve tackling tasks across data cleaning, statistical analysis, and data structuring and algorithm implementation. Ideal Skills and Experience: - Proficiency in data cleaning and preprocessing to ensure that the data is in its most usable, accurate, and complete state. - Strong statistical analysis and modeling skills to extract meaningful insights and make accurate predictions. - Excellent experience in structuring data and implementing algorithms that are tailored to business needs. Data Sources: - Social Media Data: You should be comfortable working with a variety of social media platforms to extract relevant dat...

...seeking a statistic analyst with a strong R background to help me analyze a questionnaire survey. The results of the analysis will need to be presented in a written report. I'm looking for a comprehensive breakdown of the data with statistical insights and interpretations. Key Requirements: - Proficient in statistical analysis with R - - Ability to provide a comprehensive breakdown of data - Strong analytical and problem-solving skills - Excellent written communication skills Your analysis will form the basis of a written report, which must include statistical data and insights. It's essential that you can translate complex data into clear, actionable recommendations. If you have experience in presenting data in a visually appealing and easy-to-underst...

I'm in need of a skilled data analyst to conduct a thorough regression analysis using panel data in R. The primary goal is to understand the impact of one variable on another within a dataset that includes between 6-10 variables. Key Project Requirements: - Utilize panel data: Experience in handling panel data is a must for this project. The ability to understand the nuances of this data type will be crucial for accurate analysis. - Regression Analysis: In-depth knowledge of regression analysis is required, especially in the context of panel data. The ability to extract meaningful insights and estimate the impact of one variable on another is the core task. - Data Interpretation: The successful freelancer will be able to provide clear, concise interpretations of...

...medicine. I have 2 Excel datasheets already prepared for SPSS induction containing about 20 variables. The first dataset contains the measurements for the control group (14 patients) and the second dataset contains the measurements for the disease group (29 patients). I need to analyze the data to find any meaningful differences between the 2 groups (comparing means, using t and x square test, regression analysis etc when applicable) Key Project Details: - Data: The data has been meticulously prepared for SPSS induction and contains approximately 20 variables. - Analysis: - I'm particularly interested in inferential statistics to identify relationships or differences between variables. - Additionally, a correlation analysis is needed to understand the strength and...

I'm in need of a skilled statistician with expertise specifically in regression analysis, particularly with survey data. The dataset I have comprises between 10-20 variables that need to be analyzed in a regression framework. Key Points: - Crombach Alpha testing - Factor analyses - Regression Analysis: You should have a deep understanding and experience in applying regression analysis to survey data. - Survey Data: Experience with survey data is crucial as the analysis needs to be tailored to this type of dataset. - Variable Management: Managing a dataset with between 10-20 variables is a specific skillset. Ideal Skills: - Proficiency in Regression Analysis - Experience with Survey Data - Proficient in Variable Management and Analysis Your abili...

...and Data Science to help me set up a database that records the live feed of on-board sensors in a car. Key Responsibilities: - Utilizing an On-Board Diagnostic Tool and an app to record the data - Implementing a database to store the collected sensor data - Analyzing the data primarily for predictive maintenance using statistical analysis Ideal Skills: - Mechanical Engineering background - Proficiency in working with On-Board Diagnostic Tools - Strong experience in statistical analysis - Knowledge of database management systems and data analysis tools - Experience in predictive maintenance is a plus This project requires attention to detail, analytical thinking, and the ability to translate the sensor data into actionable insights for predictive maintenance. If you hav...

I'm looking for a skilled data scientist to assist with a project that involves detailed statistical analysis and modeling using R. The eventual goal is to present these findings in a comprehensive yet accessible manner through data visualizations. Ideal Skills & Experience: - Proficiency in R programming - Strong statistical modeling background - Experience with data visualization techniques - Ability to create detailed reports - A firm grasp of accounting principles would be a plus, but not required. This project will require someone who can take raw data and transform it into valuable insights, with the ability to convey these insights in an engaging, comprehensible manner. If you are comfortable with both the technical and reporting aspects of data science, ...

I need experienced actuaries who are proficient in statistical analysis to conduct research on bias reports in the insurance industry. Key requirements: - Your application should demonstrate your experience in the field of actuarial work. Skills and qualifications: - Extensive experience in statistical analysis - Familiarity with research methodologies - Previous experience working with bias reports Understanding actuarial principles and statistical analysis is crucial, as the goal is to accurately determine percentages in bias reports. Your experience and understanding of the industry will be highly beneficial, and I am looking for someone who can provide a detailed project proposal which showcases their experience.

I'm in need of a professional who can analyze comprehensive survey data and ...statistics. The key deliverable for this project will be as follows: an Excel spreadsheet with... - raw data in one tab (provided for you in the attached excel document) - cleaned data a separate tab (provided for you attached excel document) - your statistical analyses on other separate tabs a Word doc or PDF with... - insights and findings based on the data clearly written and explained (be sure to include each hypothesis) (hypotheses provided in the attached word document) Ideal candidate for this job should: - Have a strong background in statistical analysis, particularly in descriptive statistics. - Be able to write clear, concise and informative reports. - Be able to work efficientl...

I'm in need of a seasoned mathematician with specialized expertise in probability and statistics. Your role will involve undertaking a statistical data analysis project. Ideal Skills & Experience: - Strong background in probability and statistics - Proficiency in analyzing statistical data - Excellent problem-solving skills - Attention to detail - Prior experience in similar projects. Your keen grasp of the financial/accounting & mathematical principles involved in probability. You have only 1 question to answer, that's the project.

I'm looking for an experienced freelancer proficient in using Minitab for a variety of tasks related to data analysis, statistical modeling and quality control. Please be prepared to showcase your past work experiences and provide a detailed project proposal. While expertise in a specific version of Minitab is not necessary, fluency in the software is a must. Ideal skills: * Proficiency in Minitab * Exposure to data analysis * Experience in statistical modeling and quality control I look forward to your bids. I am keen on finding the right expert for my project.

As an individual currently managing a project with numerous details and a profit loss statement, I need assistance with daily tasks for our Excel sheets. This will include: - Data entry and organization to streamline workflow - Basic arithmetic calculations for accuracy - Statistical analysis to make informed decisions - Formatting and visual presentation for clarity This role requires proficiency in Excel, a keen eye for details, and strong analytical skills. Experience in financial or project management is a plus. The job will be ongoing and requires daily attention. If your expertise aligns with these needs, please apply.

...generate revenue through video advertisements that will be showcased before the predictions. Key Features: - The app should primarily source its information for predictions from statistical databases. - The user interface should be intuitive and engaging, focusing on ease of use and high accuracy of the predictions. - The video ads should be strategically placed before the match predictions to ensure maximum visibility and efficiency in generating revenue. Ideal Skills: - Proficiency in Android app development - Experience with integrating video ads into applications - Knowledge in data mining and working with statistical databases - Understanding of UI/UX design for mobile apps - Previous experience in developing prediction or sports-related applications would be a p...

Project Description: I am looking for a skilled Data Analyst to help develop a system for classifying email messages as SPA...status. Generate visual representations of the data and analysis findings. Provide a detailed report on the methodologies used, results obtained, and insights gained. Required Skills: R Programming: Must be highly proficient in R for complex data manipulation and analysis tasks. Data Extraction: Experienced in skillfully extracting and processing data from large datasets. Statistical Analysis: Capable of applying statistical methods to analyze and interpret data. Machine Learning: Should have a foundational understanding of machine learning techniques relevant to classification. Data Visualization: Expertise in creating clear and insightful visual data...

I'm in need of an individual with advanced expertise in Linear Algebra and R programming. Your critical role will encompass: - Solving complex linear equations - Matrix manipulations - Implementing statistical analysis Skills and experience sought: - In-depth knowledge and experience in Linear Algebra and R programming. - Proven ability in solving complex equations and matrix manipulation. - Experience in statistical analysis using R. - Dear skill and background in integrating R programs with other software. The specialist I'm seeking should be able to critically solve problems and integrate solutions with existing software. Ultimately, the aim is to achieve efficient results through advanced linear algebra and R programming.

I'm in need of a specialist in Linear Algebra and R programming. Your role will entail solving complex linear equations, matrix manipulation, and statistical analysis. Given this is R programming related, a strong technical understanding and experience in this area is non-negotiable. You should primarily possess the following attributes: - Proficient in Linear Algebra and R programming - Solid proficiency in executing statistical analysis in R For an application to be considered, it should contain a comprehensive project proposal detailing how you intend to approach and solve the tasks. Although experience is essential, a gameplan on how you'd approach these tasks in R coding is more significant. Please note, the resulting work will be for a yet to be disclosed...

...data set, I need a professional who can help with a multiple regression analysis. Key Requirements: - Ability to conduct a large-scale regression analysis using cross-sectional data - Experience in identifying key variables in regression analysis - Proficiency in data interpretation and providing meaningful insights from the analysis Your role will be crucial in interpreting and understanding the data to identify these key variables. This will involve the use of statistical tools and an in-depth understanding of regression analysis. It's important to note that due to the extensive nature of the data set, the analysis will require a high degree of accuracy. Ideal Skills: - Strong statistical background - Proficiency in regression...

...data and intraday data to predicting future values. The overall goal is to be able to evaluate investment opportunities better. Ideal Skills & Experience: - Familiarity with Python is a must, as this will be the primary language used - Proficiency in regression models, LSTM , as the chosen Machine Learning model - Experience working with stock price data analysis and forecasting - A proven record in Machine Learning project Project Requirements: - Develop a python software that can ingest and analyze historical stock price data - Apply regression models to draw predictive insights about future stock prices - Prioritize accuracy in the predictive model - Clear presentation of the results, identifying potential investment opportunities Looking forward to working with...

...carrying out data analysis involving statistical methods and visualization. Key requirements include: - **Cloud Deployment (AWS):** The project involves deploying a Python application to AWS. The ideal candidate should have a solid understanding of AWS services and how to efficiently utilize them for hosting and deployment. - **Data Analysis:** I need assistance with both statistical analysis and data visualization. The freelancer should have a strong background in these areas and be able to apply relevant techniques and tools to gain insights from the data. The successful candidate should be proficient in Python and have experience with cloud deployment on AWS. Additionally, a background in data analysis and visualization is crucial. Experience with statistical m...

I'm in need of a Cloud-based HPC system for a statistical analysis project. Key Requirements: If you have access to a HPC i need that service for a python code. lets talk about price

My project involves statistical analysis using R programming language and PowerBi on UFC Fight data. Purpose: The purpose of this project is to find interesting correlations between various aspects of MMA, some of those aspects are; reach, height, fight stance, strike distribution, control time, etc. Then, after correlations are found, make hypotheses to improve a fighter's chance of winning.  Questions: 1 - What is the best fight stance when you have a reach advantage on your opponent? 2 - Can statistics be used to classify fighters into fight styles (Boxer, Muay Thai, Ju-Jitsu, Wrestler, dynamic)? 3 - What kind of correlation can we make by comparing fight style with height and weight, can it be used to optimize training? Tools Needed: PowerBi, R, ggplo...