Quantile regression spss jobber

I am currently seeking an expert in SPSS to help overhaul and merge six sets of data that I've received from my gorilla research project. This job will involve meticulously going through all data datasets, merging them into one master file, and tidying up excluded specifics. Here's how I envision the project to unfold: • Data Assessment: Identify and analyze each dataset and its variables. • Data Wrangling: Apply your SPSS skills to effectively integrate these sets into a single dataset, ensuring cleaner and precise data. • variable cleaning : will discuss which variables on chat Ideal Skills and Experience: • Proficiency in SPSS. • Strong understanding of data analysis, manipulation, and wrangling. • Exceptional attention to...

...with my academic research paper on Data Analysis. Main points of the job involve: - Managing multidimensional data: Experience with sorting and managing large datasets in Python is required. You should have proficiency in handling multidimensional data sets, ensuring the accuracy and consistency of data. - Implementing regression analysis: This is the specific statistical method we will be using in our research. The successful candidate will be skilled in running regression analysis in a Python environment, and in interpreting the output. Ideal candidates will have experience in academic research, specifically in Data Analysis. Also, having familiarity with the relevant field of study will be a plus. I expect the task to be completed with utmost precision and thoughtful...

I'm in urgent need of a proficient statistician with a deep understanding of medical research. My research involves multivariate analysis so your experience and proficiency in this field is vital. Key Requirements: - Proficiency in medical research statistical analysis, specifically multivariate analysis is a must. - Strong command over using SPSS for statistical analysis. - Demonstrated experience in medical research preferred. This project would require a quick turnaround, thus your dedication, knowledge and skills in this field would be greatly appreciated.

I’m in need of an a doctoral research assistant with deep expertise in the field of renewable energy supply. The expected duration for this project will range from 1 to 3 months. As a Research Assistant, your key goals are to develop, analyse and conduct expert analysis on both quantitative and qualitative research methods in global energy markets (SPSS , NVIVO & Smart PLS). Here are the key tasks for this project: - Data Collection and Analysis: The assistant will gather data related to renewable energy, process the raw information and identify trends, patterns, and insights from the collected data. - Literature Review: You will review and synthesize existing literature on the topic, identifying gaps in current knowledge and opportunities for new research. - Exper...

As a client, I'm seeking an experienced data analyst who is proficient in the use of SPSS software for statistical analysis. Key Tasks: - Execute Statistical analysis using SPSS Ideal Candidate: - Experience with SPSS is a must - Ability to perform statistical analysis - Good understanding and experience with regression analysis, time-series analysis, and hypothesis testing With your expert skills and knowledge, I'm assured our project will be a success. Looking forward to your bids.

...assignment. This task involves creating algorithms using Linear Regression models. I already have my specific dataset for the project which is less than 10,000 records. Ideal Skills for the Job: Data Access and download the study dataset: This dataset is a survey of 2033 residents of Canada was conducted to determine the key factors associated with political engagement. A variety of variables were measured and recorded including some tests they were asked to complete. Below is the data dictionary for the data set. One group of respondents (“Treat”) were given additional education on political matters while the other (“Control”) were not. Assignment Tasks Your task will be to used multiple linear regression to determine the factors which contrib...

...portfolio demonstrating past work in similar projects While applying, keep in mind: - Detailed project proposals - Demonstration of past work - Qualifications and experience in the sector PROVIDE SAMPLES OF LIVE COMPLETED WORK THAT IS SIMILAR TO THIS PROJECT. Overview We require the development of an application that uses machine learning for incoming invoices and receipts. Combining regression, classification, and clustering, the output is to establish a repository of purchases and create predictive analytics for future transactions. All invoices and receipts are received via email and the transactions need to be saved into the database. Scalability is integral to the design, as we expect to process over 100,000 transactions per day. To ensure you have read this scope...

...dissatisfaction? So far, I have completed my data collection but find myself needing expert assistance to navigate the next steps. Specifically, I am seeking guidance on writing the Introduction, Methods and Results/Analysis and Discussion (4000 words). Key responsibilities: - Conduct comprehensive research in clinical psychology - Up-to date research - Analyze statistics - this is a Quantitative research - SPSS Statistics Analysis and Interpretation - Provide in-depth understanding of mental well-being - Compile new findings to publish as a research paper Ideal Expertise: - A strong background in clinical psychology - Statistics Analysis - Proven experience in academic research writing - Deep knowledge and understanding of mental well-being. The end product will be utilized...

I'm in need of a skilled biostatistician who can efficiently carry out a full statistical analysis on my quantitative data project. Key Tasks: - Data analysis - Utilising statistical modeling - Tailoring a detailed study design based on outcomes Required Skills and Experience: - Expertise in statistical methods including descriptive statistics, inferential statistics, regression analysis, and Chi-Square test - Proficient in biostatistics - Strong understanding and interpretation of quantitative data The ideal freelancer should be able to provide a thorough analysis and report on the data to aid in the continued development of the project. They must possess an excellent command of statistical techniques and tools with a fine attention to detail.

For my project, I require the expert knowledge of an Econo...expert knowledge of an Econometrics professional who is adept at operating the STATA software. The primary task centers on the analysis of cross-sectional data. This endeavor will necessitate the utilisation of descriptive statistics. It would favor the project greatly if the chosen freelancer has experience in executing similar tasks and possesses a firm understanding of hypothesis testing and regression analysis. Skills and Experience: - Proficient in Econometrics - Expert user of STATA - Strong experience in data analysis - Solid background in descriptive statistics - Familiarity with cross-sectional data analysis. A freelancer who exhibits these skills and has a history of efficient task completion will be the ...

Seeking an experienced manual testing expert to perform comprehensive testing on my application. This assignment involves: 1. Functional testing: Checking the application's functionality to maintain overall smooth operation. 2. Regression testing: Ensuring software changes don't disrupt existing functionalities. 3. User acceptance testing: Assessing the software's practicality and its user-friendliness. Scope of work would entail full application testing, and your role will also comprise creating detailed test cases. Ideal candidate should possess lustrous skills in formulating test cases, full application testing, and managing varying types of testing. Previous experience in a similar role is a definite plus.

As a keen project owner, I am in need of a skillful Python coder particularly talented in creating advanced graphics and performing linear regression. Key tasks: - Development of Python code for data manipulation and analysis - Creation of advanced, highly customised graphs - Execution of linear regression on numerical data Ideal candidate skills and experience: - Proficient in Python programming - Expert in data visualization and graph customization - Experience in handling numerical data - Strong understanding of statistical analysis and linear regression - Mathematical acumen The successful freelancer will be able to deliver to a high standard and show an in-depth understanding and ability in the specific areas required.

I am in need of an individual highly experienced with SPSS. Specific responsibilities for this role include: - Data cleaning and preparation - Conducting complex statistical analysis - Creating comprehensive reports Ideal candidate should: - Be an advanced SPSS user - Prove past successful projects involving similar tasks When applying, please include examples of your past work especially those relating to SPSS. This will greatly boost your chances of success. This project will require deep knowledge and understanding of SPSS, only experienced bidders are advised to apply.

...conducting statistical analysis on the data gathered for this research project. Proficiency in SPSS is a must. - Results Interpretation: After analyzing the data, you'll need to interpret the results accurately, and provide insights and conclusions based on your findings. - Discussion Writing: You'll also be required to write the discussion section of the research paper, which will involve relating the results to the broader context of the study and drawing out implications. Deadline: The project needs to be completed within a week, so I am looking for someone who can work efficiently and effectively within this timeframe. Skills and Experience: - Expertise in SPSS: Given the preference for using SPSS for data analysis, you should have advanced experienc...

...includes: - Data Cleaning: Ensuring the data quality, eliminating any errors or redundancies. - Data Visualization: Creating intuitive charts and graphs to illustrate the data trends and patterns. - Statistical Analysis: Implementing statistical methods like Regression Analysis, Time Series Analysis, and Hypothesis Testing to interpret the data and draw conclusions. This demands a great deal of experience in Excel, data cleaning, statistical analysis, as well as in working with large datasets. A solid understanding of regression analysis, time series analysis, and hypothesis testing is strongly required. An efficient, meticulous, and detail-oriented approach towards data is key. Your ability to draw meaningful insights from raw information will be crucial for the succe...

...mechanisms (encryption, tokenization, etc.) - Robust and reliable architecture - Ease of integration with third-party APIs and systems 7. Deliverables The provider must supply: - Complete documented source code - Detailed technical documentation (architecture, flows, data models) - Installation, configuration, operation and maintenance procedures - Test plans for unit, integration and non-regression testing - A training program for our teams 8. Organizational Aspects The provider must also handle: - Setting up functional and technical acceptance procedures - Assisting with initial deployment and knowledge transfer - Technical support and X-year maintenance contract The provider is invited to respond by detailing their proposals for each of the points listed abov...

I need an expert in SQL, Python, Tableau to undertake data analysis project on less than 1GB of categorical data. The main requirements of the job include: - Proficiency in Python, SQL, Jupyter, Spyder, and Tableau recommended - Strong background in data analysis, regression, and machine learning - Experience working with categorical data specifically - See for details The chosen freelancer should be able to analyze and interpret the data in a way that can drive actionable insights. While the data set is not overly large, accuracy and attention to detail are paramount. Previous experience working on similar projects is highly desirable.

I'm looking for a skilled statistician or data analyst to interpret raw survey data th...Ques 2) along with X (1,2,3,4,5) = (11 columns * 56 rows) 3- Further, a straightforward rule for variable X will be given. 4—Please mention the version of the Statistical Package for Social Sciences (SPSS) or other programs you used for analysis. 5- Validation of your results, Please. 6- ASAP Key tasks include: - Conducting robust statistical analysis - Interpreting patterns and trends - Providing comprehensive written findings and clear visualizations Ideally, you will have: - A solid academic background in statistics or a similar field - Proficiency with statistical software such as SPSS or SAS - Extensive experience with survey data analysis - Strong communication skil...

This project seeks a highly qualified professional with extensive experience in econometrics and statistical regression modeling, particularly utilizing STATA software. The project involves a comprehensive analysis of employee wage data using quantile regression and decomposition techniques, both with sample selection adjustments. OBJECTIVE 1.) Determine the impact of various characteristics of workers on their wage in the Sectors (regular and casual separately) using the BEST sample selection adjustment technique along a conditional quantile regression model, and then decompose the gender wage gap (between males and females) with the same sample selection adjustment technique using Melly’s Machado-Mata decomposition for regular and casual separat...

I'm looking for an expert knowledgeable in bias correction and proficient in the Quantile mapping method. I have a Weather Research and Forecasting (WRF) model that has been implemented with meteorological data. Key requirements include: - Deep understanding and considerable experience with bias correction - Application of Quantile mapping method for correcting bias - Proven familiarity with meteorological data interpretation - Practical experience in implementing and using the WRF model Those who meet these criteria are highly encouraged to bid. The goal is to increase the accuracy and reliability of my project results.

I'm currently working on my MBA project, and I'm looking for a statistician with a strong background in regression analysis and Excel. Here's an overview of what I'll need from you: - Perform a comprehensive regression analysis: I've chosen to focus my research on this area of statistics. - Use Excel for this project: I have decided to use Excel for this project due to its simplicity and because it's a tool I'm familiar with. - Complete the project as soon as possible: I'm running on a tight schedule, so time is of the essence. Required Skills: - Strong grasp of regression analysis - Proficiency in Excel - Ability to work under a tight deadline This project is quite urgent, so I'd appreciate a swift response from interes...

I'm seeking a highly experienced tutor for advanced statistics, specifically within the realm of multivariate analysis and experimental design. While it is not mandatory, familiarity with structural equation modeling, multivariate regression and factor analysis would be highly beneficial. Tutoring sessions should be scheduled once per week. Ideal freelancers for this project would be those with: - Expertise in advanced, graduate-level statistical methods - Familiarity with several advanced statistical topics - Proven experience in tutoring or teaching statistics. I am halfway through this course and it will end on May 25th. I will also have 5 courses after this that are similar that I would need help with as well. Please submit your bid to include the cost for the entire ...

...Modelling: Two models are developed to estimate the probability of default (PD) — a basic model using FICO scores and loan-to-value (LTV) ratios, and an enhanced model incorporating state-level income growth. This step involves calculating PDs, visualizing trends over time, and comparing the accuracy of both models to assess the added value of including economic factors. LGD Modelling: A linear regression model predicts loss given default (LGD), incorporating variables from the enhanced PD model. This involves estimating LGD, plotting averages over time, and economically interpreting these predictions. The section also delves into the potential impact of income on LGD and suggests additional explanatory variables. Generative AI in Credit Risk Prediction: The assignment ex...

I am in need of a statistics expert well-versed in SPSS for data analysis and chart creation. Here are the specifics: * You'll find survey results of likert scale in an Excel spreadsheet form. * Your main objective is to enter these data into SPSS for accurate data analysis. * Closely study the correlation between gender and response, as well as the diagnosis and response. * From your analysis, create bar charts to clearly present the findings. A solid knowledge of excel, SPSS, statistical analysis, and data interpretation skills would be crucial for this project. Experience in creating insightful bar charts is a must.

I'm looking for a data analyst with proficient JASP knowledge. The task involves implementing descriptive and inferential statistics on a database. Key responsibilities: -adjust the data from the database for the analysis - Apply descriptive statistics to both numeric and categorical variables - Perform inferential statistics on the data -Regression analysis, cluster analysis, T test - Prepare a clear report on findings providing both a JASP file and a word document with the exact explanation of the steps followed and the interpretation of all the findings, relevant or not according to the statistics The ideal candidate would possess strong analytical skills, experience in JASP and a deep understanding of both descriptive and inferential statistics. Your analytical rationale...

...Key Skills Required: - Proficient with automated testing tools such as Selenium WebDriver or Cucumber - Experience using Jira for bugs tracking - Experience designing, developing, executing and maintaining automated and manual test scripts - Experience performing manual testing of web applications on desktop and mobile - Functional analysis of new implementations - Experience performing regression test automation Desirable Skills: - Experience with Trello Other attributes - Able and willing to work independently and in a fast-paced environment with tight deadlines, with minimal supervision - Willingness to explore new tools and technology - Strong analytical and problem solving skills - Strong team player, easy-going character...

...Key Skills Required: - Proficient with automated testing tools such as Selenium WebDriver or Cucumber - Experience using Jira for bugs tracking - Experience designing, developing, executing and maintaining automated and manual test scripts - Experience performing manual testing of web applications on desktop and mobile - Functional analysis of new implementations - Experience performing regression test automation Desirable Skills: - Experience with Trello Other attributes - Able and willing to work independently and in a fast-paced environment with tight deadlines, with minimal supervision - Willingness to explore new tools and technology - Strong analytical and problem solving skills - Strong team player, easy-going character...

...and have my hypotheses all set. This data in SPSS format is calling for your expertise in cleaning and running mediation analysis so as evolution and discovery of insights can occur. Ideal skills and experience: - Mastery of SPSS software for data analysis - Proven experience in statistical hypothesis testing - Ability to clean up datasets quickly and efficiently - Background in running moderation and mediation analysis - Capacity to synthesize complex information and results into clear, actionable insights - Scheduling flexibility to accommodate potential project modulations - YOU WILL NEED TO USE PROCESS to conduct do this I look forward to your bidding and future collaboration. Demonstrated field experience in statistical analysis and SPSS along with a prof...

logistic regression and T-test on the likert scale data

...Channel Promotor who can effectively increase views and watch time. I want you to increase the number of subscribers for this channel: I want you to increase the watch time and views of the following Playlists: Becoming a talented Freelancer on the Freelancer website: SPSS Statistical Software guidance videos: Amazon Virtual Assistant Course for Online Arbitrage Product Hunting: Payment: I will needed dedicated Youtube channel Promoters that can share results with me for the progress that they have made and once the initial

I am in urgent need of an individual experienced in meteorology, Python, Dash, and Javascript. Here's my project's specific ...observations by removing systematic errors or biases. implement bias correction for a variable (e.g., temperature) using Python The Ideal Candidate: - Extensive experience in Python, Dash, and Javascript. - Proficiency in GUI design and web development. - A solid grasp and experience in meteorology will be highly appreciated. - A deep understanding of data bias correction techniques, especially quantile mapping. - Ability to assist in creating visualizations and reports based on the analysis. This role is perfect for a detail-oriented data analyst well versed in web development and appreciates the need for a well-tuned bias correction approa...

...using SPSS. My main purpose for this learning is to enhance my research capabilities in academia. I will be using Process macros for the analysis but I am struggling to remember how to retrieve the data needed for the analysis. Requirements: - In-depth knowledge of SPSS and statistical analysis - Proven experience in training beginners - Capacity to explain complex statistical concepts in layman's terms - Previous experience in academic research will be a plus This project involves: - Guiding me through data entry and management in SPSS - Teaching me to conduct basic statistical analysis on SPSS - Practical exercises to ensure understanding - Providing resources for further learning and practice - it is for tutorial/training purposes only. This proj...

I'm seeking a data scientist proficient in statistical analysis and data visualization. Here's what I'm looking for: - Proficient in Python to leverage its functions for data analysis and visualization. - Capable of performing regression and clustering analysis methods. - Strong understanding of data visualization techniques to interpret and present data findings. The freelancer must critically approach the data, apply the most appropriate statistical analysis techniques and translate the results into a comprehensive visualization. With the use of Python, the analysis should be efficient and the visualization informative and engaging. Prior experience in data science projects is crucial. The whole thing entails of 7 small projects with all in-depth information in t...

I have a series of 11 Data Science assignments that I need some assistance with. The tasks revolve around: 1. Data cleaning and preprocessing 2. Exploratory data analysis 3. Application of machine learning algorithms The assignments will delve into different topics that include Regression analysis, Classification, and Time series analysis. I need these tasks completed within a month. An ideal candidate should have a strong foundation in these areas and able to provide top-quality solutions with efficiency. If you have a knack for data science and experience in handling similar projects, I'd love to hear from you.

I'm in need of a machine learning expert to develop a model aimed at predictive analysis. Here are the specific requirements: - Experience with handling structured data, particularly CSV and Excel files. This is the kind of data that will be provided for training. - The model needs to make predictions that will be delivered in a CSV file format. - The scientist should have a solid background in predictive analysis. This is the key objective of the model. The ideal freelancer would be someone who has a deep understanding of machine learning, particularly when it comes to working with structured data and predictive analysis.

I am in search of a skilled professional with proficiency in SPSS AMOS software, to analyze my survey data. The core task will include: - Employing structural equation modeling techniques in interpreting relationships recorded in the data set. - A comprehensive understanding of SPSS AMOS is a must. - Experience in structural equation modeling for relationship analysis using survey data. Ideal Skills: - Expertise in SPSS AMOS software - Deep knowledge in Survey data analysis - Advanced understanding of relationship analysis with using structural equation modeling techniques.

In this project, I am looking for an experienced Python programmer with solid grounding in applied statistics. The chosen candidate will be tasked with the application of advanced statistical computations and data visualization techniques. Key Tasks: - Apply descriptive, inferential statistics, and regression analysis concepts. - Undertake data visualization of the numerical data provided. Ideal Skills: - Knowledge of Python and statistical software. - Proficiency in performing applied statistics, specifically data visualization. - Understanding of numerical data handling and data processing techniques. Please ensure you have relevant python programming and applied statistics qualifications before applying. Expertise in numerical data visualization is mandatory.

I'd like an analyst that can analyze a large set of data with very rare events, basically a logistic regression using the Firth penalization method. Promptness is needed.

I am in need of a proficient statistician to delve into an Excel-based dataset. The primary aim here is to conduct regression analysis to uncover potential relationships within the variables. Ideal candidates will possess: - Expertise in statistic concepts, particularly regression analysis. - Proficiency in working with Excel datasets. - Ability to identify and interpret relationships between variables. This role does not just involve crunching numbers - interpretation of the data, and a keen eye for detail are crucial. By understanding the data, you will aid in discovering underlying patterns and relationships that aren't immediately apparent. The value you bring lies in the ability to provide accurate, meaningful insights from raw data.

As the project lead, I am seeking an experienced freelancer Female instructor with high SPSS proficiency for a crucial data analysis task. While the specifics of the data analysis deliverables haven't been finalized, the hired professional must stand ready to take on tasks such as descriptive statistics, hypothesis testing, and regression analysis. Ideal Skills: - SPSS proficiency - Versatility in various data analysis tasks Those willing to bid on this project should; - Highlight their SPSS proficiency and mastery in their responses. - Include their direct and equivalent experience in data analysis using SPSS software. - Linear models: Introduction to linear models Fitting linear models ...

...Key Skills Required: - Proficient with automated testing tools such as Selenium WebDriver or Cucumber - Experience using Jira for bugs tracking - Experience designing, developing, executing and maintaining automated and manual test scripts - Experience performing manual testing of web applications on desktop and mobile - Functional analysis of new implementations - Experience performing regression test automation Desirable Skills: - Experience with Trello Other attributes - Able and willing to work independently and in a fast-paced environment with tight deadlines, with minimal supervision - Willingness to explore new tools and technology - Strong analytical and problem solving skills - Strong team player, easy-going character...

I'm in need of an expert in inferential data analysis using SPSS software. The project revolves around the analysis of key data points, with the core focus being the identification of trends within the data. The successful freelancer should: - Be proficient in SPSS software and inferential data analysis techniques. - Have exceptional report writing skills, as a comprehensive report detailing findings and trends within the data is required. - Be experienced in trend analysis, providing analytical insight into the derived trends. Your bid should detail your previous experience with SPSS and inferential data analysis, and your approach to identifying trends within data.

I'm in need of an adept statistician who can use SPSS to analyze my collected numeric continuous data. My aim is to conduct a correlational analysis for the fourth chapter of my dissertation. Key Tasks Involved: - Operate SPSS to extract meaningful insights from the data - Perform correlational analysis of the dataset - Compose a detailed report of the findings Preferable Skills and Experience: - Proficiency in SPSS - Strong knowledge base in statistic analysis - Experience with numeric continuous data - Previous work on dissertations or scholarly research is a plus - Ability to meet deadlines and work with academic standards.

I'm looking for an expert with a strong background in statistics and data interpretation, specifically with performing multiple regression analyses. The database in question is all about statistics. This project requires you to apply this advanced statistical method to our data, address multiple questions about variables and their influence on each other, as well as factors contributing to particular outcomes. Your task will be to present all findings in a 2000-word essay. Here's what I need: - A thorough, clear interpretation of the database - Multiple regression analysis to answer various statistical queries - Clear explanation of how different variables affect each other - Insight into factors contributing to specific outcomes - A well-written, insightful 200...

As the project owner, I'm looking for a proficient freelancer who can demonstrate competence in statistical data analysis using Excel. While I didn't specify the exact tasks in the questionnaire, the freelancer should be versatile in performing: - Descriptive statistics - Hypothesis testing - Regression analysis The purpose of this analysis is also open-ended. It could be for decision-making, identifying trends, or forecasting future outcomes. Ideal candidates should possess: - Robust knowledge of Excel and data analysis tools of the software - Previous experience with statistical data analysis projects - Ability to understand and respond effectively to project needs In your application, even though I didn't specify what you should include, it would be benefic...

...receive data files which will contain meta data and a folder of images from Instragram scraping of image posts for two organisations (LornaJane and lululemon). There are only posts with a photo image in the files (there are no sidecars or videos). You will then need to run Open CV and sentiment analysis (post description) on the modified file and merge the relevant data files to produce a suitable regression file. 2) Hypotheses: Advertising professionals often share effective visual content from their industry experience, although those are not formally tested yet. Search for recent relevant articles such as academic journal, newspapers, blogs, and industry reports about effective visual content strategy on social media. From your search, formulate some preliminary hypotheses ab...

I'm seeking a seasoned web-tester to conduct functional testing on my company's internal web application. This application is of moderate complexity, encompassing multiple pages and some complex features. Key Responsibilities: - Ensure all application functions work as intended - Identify, record, and document bugs - Execute thorough regression testing when bugs are resolved - Develop and apply testing processes for new and existing features. Skills Needed: - Proven work experience in software quality assurance - Experience in writing clear, concise and comprehensive test plans and test cases. This task requires detailed reporting and clear communication. I look forward to receiving your bids.

As a software development team, we're currently seeking an expert in Java, with robust proficiency in automation testing to help in identifying regression errors in our system. In particular, we highly prefer individuals that are skilled in * Working with Selenium as the testing framework * The identification of regression errors * Extensive experience in automation testing in Java Thereby, providing an effective way to streamline our testing process and to enhance our overall development efficiency. Please ensure you provide evidence of your previous work relating to Java automation testing.

I am looking for a statistician who has expertise in using R or similar software to run a logistic regression with robust standard errors using the dataset attached. Then, you give me a generally statistically acceptable output. I have already run a primary logistic regression with robust standard errors. The primary model, in all respects, looks okay, but its specificity is 0.000. Have a look at the primary logistic regression output attached and improve the specificity (from 0.000) by adjusting the threshold (from 0.5) in your logistic regression with robust standard errors using the dataset attached. The dependent variable is ELECTIONSTATUS. My target independent variables are ELECTORAL_GOVT and EDM, both of which are categorical variables. I need the effect...

...Visualization: Create visualizations such as histograms, scatter plots, and time series plots to explore relationships between variables and identify patterns. **5. Modeling** - Regression analysis: Develop regression models to quantify the relationship between ticket prices and factors such as flight demand, flight capacity, time of booking, and seasonality. - Demand forecasting: Use time series forecasting techniques (e.g., ARIMA, exponential smoothing) to predict future demand for flights based on historical booking data. **6. Evaluation** - Model evaluation: Assess the accuracy and performance of regression models and demand forecasting models using appropriate metrics (e.g., R-squared, mean absolute error). - Sensitivity analysis: Conduct sensitiv...