Types of regression analysisdela

I'm looking for a research expert in the field of Social Sciences who can conduct a comprehensive mixed methods academic study. The research will involve both qualitative and quantitative methodologies. Ideal Skills: - Proficiency in social science research - Expertise in mixed methods - Strong data analysis skills - Good in R and Stata -Good at running GMM models - Basically expert in economics - Excellent academic writing ability Please provide examples of previous academic research you've conducted in the Social Sciences, particularly using mixed methods.

...the automated extraction of relative places from unstructured text documents, focusing specifically on the European Union and Portugal. The report should follow a structure I will send to the winner of the bid. Key Focus Areas: - Current market size: Understand the present scale of this sector. - Future growth projections: Anticipate potential expansion and opportunities. - Key market drivers: Identify the factors propelling this market. Competitive Analysis Data and Findings Technical feasibility customer analysis Target Audience: The report should be prepared with industry professionals in mind, providing them valuable insights into this market. Ideal Skills and Experience: - Strong background in market research and analysis. - Familiarit...

I'm looking for a professional web developer to create a website for my haulage transport company. The primary purpose of this website is to provide information about our services to potential customers. Key Features: - Displaying the various types of haulage services we offer - A section for customer testimonials to enhance trust and credibility - A contact form for potential customers to inquire about services or request quotes. Ideal Skills: - Proficiency in web development languages (HTML, CSS, JavaScript, etc.) - Experience in creating service-oriented websites - Knowledge in SEO and user-friendly design principles Please provide a portfolio of similar projects you've worked on in the past. The website should include a contact form for custom...

I require a thorough analysis to ascertain whether my existing rigid frame can support an additional imposed load, along with the necessary calculations. The design drawings for the Pre-Engineered Building (PEB) have already been provided. I need you to calculate the weight of the additional load imposed and make sure that the rigid frame can carry this load Show the calculation . To assist you in the load calculation I have send you the design drawing for the PEB building The add the additional imposed load need to make sure that the existing beams can handle the load . You have to run. A model and make sure the beams will be in the safe limit or may have to add additional plate to strengthen the beam also so attachment with load limit for only the 3 light and sound bar

I am looking for an experienced professional to assist with technical research, analysis, and documentation in Cybersecurity & Digital Forensics. The work involves writing detailed reports and creating a presentation based on specific requirements. Scope of Work:     1.    Technical Review on a Security Vulnerability     •    Conduct in-depth research on a common vulnerability.     •    Write a 1500-word technical review with a critical analysis.     2.    Security Report & Presentation     •    Analyze a common web vulnerability and document the fi...

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I need help analyzing a list of companies in Excel and identifying duplicates based on specific criteria. Your task will also involve assigning MTAuIDs to these companies according to a set of rules. Key Requirements: - Identify duplicate companies based on their Business Name - Assign different MTAuIDs to Joint Ventures - Assign the same MTAuID to DBAs, CEOs/Presidents, Trade Name companies, AKA companies, and divisions The list of companies includes additional key attributes such as Address, Email, Website, Phone numbers, and Type of Business. Please provide a description of your approach and the code you will use to solve this problem. Ideal candidates should have experience with data analysis, coding, and understanding of business st...

Project: Mobile Productivity Tool Software Patent Title of the Invention "Integrated Mobile Productivity Tool for Enhanced Workflow Management and Task Optimization" Field of the Invention: This invention relates to software solutions designed for mobile devices, specifically targeting productivity enhancement. The system integrates task management, time tracking, collaborative tools, and AI-powered analytics to optimize user workflows and improve task execution efficiency. Background of the Invention: With the growing dependence on mobile devices, professionals and individuals increasingly rely on mobile applications to manage their daily tasks. However, existing solutions often lack comprehensive integration of task scheduling, collaboration, and p...

I'm seeking a talented game developer who can either create a new small game or modify an existing one for me. The game should be suitable for both iOS and Android platforms, and should incorporate various types of in-game advertisements for monetization. Key Requirements: - Creating or modifying a game to be fun, engaging and suitable for all ages. - Publishing the game on both iOS and Android platforms. - Implementing in-game advertisements including Banner ads, Interstitial ads, and Rewarded video ads. Please include in your bid: - A link to any small game with ads you've previously created. - Your interest in modifying an existing game. - Your ability and plan to publish the game. Ideal Skills and Experience: - Proficiency in game development for mobile platf...

I am seeking a Python expert for a project focused on analyzing unstructured data. The main tasks will include text extraction and processing, as well as data cleaning and transformation. Ideal Skills: - Proficient in Python, especially with libraries like Pandas, NumPy, and Natural Language Toolkit (NLTK) - Strong experience in dealing with unstructured data ...Python, especially with libraries like Pandas, NumPy, and Natural Language Toolkit (NLTK) - Strong experience in dealing with unstructured data (text files, JSON) - Excellent data cleaning and transformation skills - Previous experience in text extraction and processing This project is aimed at extracting valuable insights from complex datasets. Please share your relevant experience and examples of similar projects you...

I'm looking for a freelancer to assist with a copy paste and data entry project. The data is mixed - both numeric and textual - and is currently stored in various online sources. Ideal Skills: - Proficiency in Excel - Experience with Tally ERP software - Strong attention to detail - Ability to work with mixed data types - Prior experience with online data sourcing The final output needs to be in an Excel spreadsheet. Please ensure you can access and work with online data sources before bidding.

I'm looking for a professional to review a high-level contract from a ri...perspective, with a particular focus on any risks associated with internal controls and personal data law. Key areas of focus: - Identifying potential risks within business processes - Evaluating the robustness of the contract in mitigating these risks - Assessing the adequacy of internal controls as stipulated in the contract The ideal freelancer for this project should have extensive experience in risk management, personal data protection law particularly in assessing all risks within contracts. A strong understanding of internal controls and how they can be impacted by contractual terms is crucial. Please bid only if you have relevant experience and can provide examples of...

...visibility, enhance search engine rankings, and increase engagement through white-hat SEO techniques. Requirements: ✅ Keyword Research – Find high-ranking, low-competition keywords ✅ On-Page SEO – Optimize titles, meta descriptions, headings, and content ✅ Off-Page SEO – Link building and social media signals ✅ Technical SEO – Improve site speed, mobile-friendliness, and indexing ✅ Competitor Analysis – Analyze top-ranking articles and implement strategies ✅ Content Optimization – Improve readability, structure, and engagement ✅ Monthly Reporting – Provide insights and progress updates Expectations: ? Must follow Google SEO guidelines (no black-hat techniques) ? Help us achieve better rankings & organic traffic growth ? Work within ...

Project Objectives: The primary goal of this project is to gain insights into customer movement and behavior within the store to measure conversion rates (leads vs. actual buyers) and better understand the target audience. Project Description: The system will integrate with the existing CCTV infrastructure (Hikvision DVR) to extract and analyze customer data, providing the following functionalities: 1. Customer Counting: o Count the number of customers entering the store, excluding employees. o Avoid duplicate counting of the same customer. o Generate reports filtering customer traffic by time of day, days of the week, etc. o Extend this functionality to outdoor cameras to compare passerby traffic with actual store visitors. 2. Demographic Identification:...

...colleges and promote this competition to students pursuing NEET. The exam price is 299, and you will earn a commission of 50rs for each student you successfully onboard. Ideal Skills: - Proven experience in education sector sales - Excellent communication and networking skills - Ability to engage and convince students What We Offer: - Competitive commission-based salary - Opportunity to work on a nationwide scale - Contribute to a significant event in the education sector The onboarding process for students is entirely online. So, your role will primarily be to facilitate their registration and encourage participation. Please note, this project is targeting students in all corners of India, not just urban areas. So, your reach and efforts in rural areas will also be h...

am looking for a highly experienced business consultant with a strong understanding of the European market to assist in crafting a strategic email proposal for a potential business partnership. Key Requirements: • Ability to develop a compelling business case with financial analysis of market potential, specifically for the Saudi infrastructure contracting sector. • Proven track record in business consulting, particularly in market expansion and partnership development. • Exceptional writing skills, with experience in structuring persuasive and professional business communications. • Prior experience in drafting high-level partnership proposals that align with strategic objectives. â&...

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With the earlier design you did with the optlife logo there is a new version we would like. Same grapical objects, adding a few and then adding a new text. Sketch is done, same colors, objects and so as the last one. Some small creativity parts to add a cabin and an simple siluette of a mountain. The cabin should pop from the rest of the logo

I'm looking for an AI exp...processes across my company, specifically in customer service and human resources. Key Areas of Implementation: - Customer Service: I want to utilize AI for managing automated email responses. The goal is to enhance efficiency and improve response times. - Human Resources: I need AI assistance in two key areas: employee performance analysis and scheduling interviews. This will help streamline our HR processes and make them more data-driven. Ideal Skills and Experience: - Proven experience in implementing AI solutions in a corporate setting. - Expertise in customer service and human resources AI applications. - Strong understanding of AI's role in automated email responses and employee performance analysis. - Excellent sk...

I'm seeking assistance with designing a drone that includes a transmitter and receiver. The project involves creating a modulator for the transmitter capable of encoding data using the Amplitude Shift Keying (ASK) modulation scheme. Key project components include: - The data will be sourced from an Arduino in binary form and needs to be modulated with a sine wave for transmission. - The drone will communicate its speed to a controller. - An analysis of the characteristics of both linear and non-linear amplifiers through a modulator at the transmitter end. Ideal skills for this project: - Proficient in circuit design and PCB creation. - Experience in working with Arduino and drone technology. - Knowledgeable in both linear and non-linear amplifier charact...

...ideal candidate will have a strong background in analytical writing and be able to identify inconsistencies, errors, and areas for improvement. This role requires excellent communication skills and the ability to meet deadlines while maintaining high standards of quality. Responsibilities: • Review and validate prospect reports, ensuring that the information is concise, relevant, and aligned with business context. •Analyze and verify the accuracy of figures, statistics, and trends included in the reports. •Assess the reliability of the sources used and, when necessary, conduct additional research to corroborate data. •Identify inconsistencies or errors and provide structured feedback for improving AI models. •Collaborate with internal teams...

I'm seeking a skilled professional to create a self-paced eLearning platform. This platform will host a range of course materials including videos, quizzes, text documents, visuals, and examinations. Key Features: - Course progress tracking: The platform should be able to monitor and record the learner's journey through the course. - Certificates of completion: Upon finishing the course, a certificate should be generated for the learner. Ideal candidates should have prior experience in designing and developing eLearning platforms, with a solid understanding of how to integrate various types of content and features. A portfolio showcasing similar projects would be highly beneficial.

I'm seeking a skilled professional to assist in the creation and implementation of monthly social media campaigns for our blue collar clients, specifically targeting Facebook, Instagram, and LinkedIn. Key Responsibilities: - Develop compelling, lead-generating content using a mix of images, videos, and infographics - Implement engaging strategies to attract potential customers - Focus on generating leads primarily, while also subtly boosting brand awareness and engagement Ideal Skills: - Proven experience in social media marketing - Proficient in creating diverse types of content - Strong understanding of lead generation strategies on social media platforms Your expertise will be instrumental in enhancing our online presence and converting viewers...

...growing global SEO technology and service business headquartered out of Australia. This role will be focused on servicing North American clients and operate during Central Time. The focus of this role will be to assist clients with SEO but more importantly implementing the world's first and only programmatic SEO platform which already generates 60 million visitors a month across our clients on autopilot. Please view this explainer video for details We're after someone who lives and breathes Account Management and at a broader level digital marketing, who is passionate about delivering great results and service to clients. You will be working as part of a team of highly experienced digital marketers servicing clients internationally

...and weaknesses of the current project. Suggested improvements and estimated effort to optimize or rebuild necessary parts. Recommendations for further development (Is it worth continuing with this code, or should we start from scratch?). ✅ Clear and objective feedback → No implementation is required, just a professional assessment and recommendations. ? Required Skills ? Experience with React Native (Android/iOS) and React.js. ? Knowledge of best coding practices and code optimization. ? Ability to provide a clear and concise analysis without requiring actual development. ? How to Apply? If you have experience in code auditing and React Native development, please send a message with: ✔ A brief description of your experience with React Nat...

...looking for a freelancer who can create four minimalistic Lottie animations of a credit card being inserted, swiped, and tapped into a pinpad. The idea is to have three separate lotties for each interaction (1. card insert 2. card swipe 3. card tap and the fourth is a reel of previous three (card insert -> fade out -> card swipe -> fade out -> card tap -> fade out -> restart) The animations should be from the user's perspective, and they should adhere to a corporate color scheme which is already provided on the images. The images provided are a starting point but could be improved for a better appearance The idea is to show this animation on the payment pinpad to clarify to the user the three different kind of interactions they could have...

I'm seeking a Google Sheets expert to help me update an existing spreadsheet. The task involves adding new features, specifically formulas and calculations, as well as integrating the sheet with other tools. This is not just a simple data entry job, I need s...spreadsheet. The task involves adding new features, specifically formulas and calculations, as well as integrating the sheet with other tools. This is not just a simple data entry job, I need someone who can think critically about how to improve the functionality of the sheet. Ideal skills and experience for the job: - Proficient in Google Sheets - Experienced in creating complex formulas - Familiar with integrating Google Sheets with other tools - Able to troubleshoot and fix errors independently - Good understanding ...

I am seeking an SEO expert to help optimize my local news website, which serves the residents of Climax Township, Michigan. The main goal is to establish keyword searches so that when someone types in the name of my site, it shows up prominently in search results. Ideal candidates should have experience with local SEO strategies and be able to demonstrate past work. **Deliverables:** - Conduct keyword research focused on my website name. - Provide an actionable SEO strategy to improve visibility.

...seeking a professional with expertise in structural engineering and drafting to create comprehensive structural drawings for a one-story residential project in Fort Lauderdale. Scope of Work: - Develop detailed Foundation Plans, Framing Plans, and Roof Plans - Conduct Load Analysis to ensure the structure can support anticipated weights - Specify appropriate Materials for different aspects of the build - Utilize pre-existing Architectural Plans to inform and guide the structural designs Ideal Freelancer: - Proven experience in creating structural drawings for residential projects - Strong knowledge of load analysis and material specification - Proficient in using architectural plans for structural design - Excellent drafting skills - Familiarity with...

...sleep app APK you made, send by chat) *******Amazing how most people don't read or follow instructions******* *Read attached PDF with requirements *Will not do Milestones (Get paid once project is completed) *Only Real bids No placeholders. *Send APK by chat of sleep app you made *Send chat direct instead of bid as you have a better chance of us seeing it I'm seeking a seasoned professional Flutter developer to create a comprehensive Sleep Tracker / Sleep Sounds App. This app should track sleep and include an extensive library of sleep sounds, meditations, stories, music, and videos. All content should be manageable from a detailed, user-friendly admin panel. Flutter Sleep Tracker / Sleep Sounds App If you can't take criticism or be called...

I'm seeking a designer to create a traditional-style family coat of arms. The design should capture the essence of traditional heraldry. Ideal skills and experience for the job include: - Strong background in graphic design, specifically in creating traditional designs - Familiarity with heraldic symbols and styles - Ability to create a design that is both unique and reflective of a classic coat of arms While I am not sure about specific colors, I am open to your professional suggestions and insights. Please, feel free to incorporate a color scheme that you feel fits the design best.

...automatic Google Sheets generator for me. This tool will connect to my bank and import my business's transaction history, providing a comprehensive overview of my finances. It should include: - Various types of graphs and charts (Line charts, Bar charts, Pie charts) to visually represent our financial performance and highlight areas of concern. - The capability to incorporate company goals and forecast potential growth based on our expenses. Key aspects to be tracked: - Revenue - Expenses - Profit Margins Ideal skills for this job include proficiency in Google Sheets, experience with financial data analysis, and a good understanding of data visualization. Previous work with creating automated sheets and connecting them to bank data woul...

...januari. Because it is now januari but if i scroll to 1 2 3 then the month need to jump on Februari. Because that 1 2 3 is not januari anymore. And we need to modify the booking and also rebooking system. Discuss with JayCee how the new system work. Because with dates + time + person we gone search for a free staff = table. And we dont search with a free staff + date for a time anymore. Instead of that Bij Salon change it and add the adress there. Then delete the kapper section also here. Tell me what is that IGST1 at bottom? I dont understand it. Tell me from where are the 3 buttons Pedicure / Message / Makeup coming? From which CRUD? Because i see them here but not here Herei dont want

I would like to make a custom search engine th...be added to the search engines knowledge base. More details: What kind of search functionality are you looking for? Natural language processing (NLP) based search Which types of media files do you need the search engine to handle? Text documents (Word, PDFs), Audio files (podcasts), Video files, Blog scraping our website blog How would you like the search results to be displayed? Summary excerpts with links All these podcasts need to be transcribed and searchable and if a user does want to be taken to the audio then they can be taken directly to the weblink as well. Blog is here: Starting group of books - but there are more.

We look for a guru level Godot developer with great UX skills A plus is node.js experience. Task is to improve our VR App in the areas: - Improve and polish UI - Add functionality - Add subsciption management (Meta Pay) - Code review and improvements More details after you application.

I'm in need of a skilled professional who can create a CAD model using an STL file, specifically in Catia. The purpose of this CAD model will be for simulation and analysis. Key Requirements: - The CAD model should closely match an existing model. While little variation is acceptable, most of it should be high precision. - No specific custom tolerances are needed; standard tolerance should suffice. Ideal Skills: - Proficiency in Catia and CAD model creation. - Experience in simulation and analysis. - Ability to work with STL files. - High attention to detail for precision work. NOTE - Please review the attached STL file before making the bid, thanks.

...behaviors and schedules impact lighting, HVAC, and appliances. Key aspects of the project: - Utilizing EnergyPlus software: I have the software and the necessary CAD drawings and SketchUp files ready to go. - Focus on occupancy behaviors: The simulation will consider working hours, break times, and movement patterns within the office. - Analyzing key parameters: The main focus will be on the impact on lighting, HVAC, and appliances. - Include local weather data to enhance the accuracy of the simulation results. - Include thermal comfort considerations for occupants to evaluate HVAC effectiveness. Ideal candidate would be someone with: - Extensive experience with EnergyPlus, IDA Ice, Designbuilder - Strong understanding of occupancy behavior in office settings and ...

...diagram. Step 2. Implement Data Types. No full implementation yet, just defining types for correct implementation later. Place in src/types/: API data types, API client interface, data model, mapping interfaces, base class interfaces, event enumerations, and any additional types built into architecture. Review "Typing in practice" workshop. Fix design errors early to avoid rewriting later. Stick to created types. Result: Check documentation, UML (optional), and data types covering basic models and components. Reviewer will provide feedback on architecture and design. Documentation requirements: includes project summary, setup, architecture description. Must describe base code structure, components, data models, software in...

I'm looking for a writer who can create an engaging, fun, and humorous beauty tips book targeted at adults....tips book targeted at adults. The book should cover the following specific topics: - Skincare routines: Provide practical and effective skincare regimens that cater to different skin types and concerns. - Makeup techniques: Share easy-to-follow makeup techniques that can be used for everyday looks and special occasions. - Hair care tips: Include insightful and useful hair care tips that help maintain healthy and beautiful hair. Ideal skills and experience for the job include: - Previous experience in writing beauty-related content or books. - A knack for writing in a fun and humorous tone. - Understanding of skincare, makeup, and hair care. - Ability to write ...

I require a skilled academic writer with a strong background in sociology, who can compose a 1500-word report for me. The writer will need to use only the resources I provide,...background in sociology, who can compose a 1500-word report for me. The writer will need to use only the resources I provide, without incorporating any external sources. Key Elements: - The subject of the report is within psyc and sociology. - The analysis should be presented in a report format. - The report should address the following themes: social inequality, cultural dynamics, and institutional structures. Ideal Skills: - Strong academic writing skills - In-depth understanding of sociology - Ability to analyse and synthesize provided resources - Experience in writing reports - Knowledge...

I am looking for a professional with expertise in Power BI to create a comprehensive Business Intelligence dashboard for ...create a comprehensive Business Intelligence dashboard for my Safety Key Performance Indicators. Currently, the data is in Excel format. The dashboard should encompass various types of data visualizations, including bar charts, pie charts, and line graphs, as well as displaying key number data. Key Requirements: - Proficiency with Power BI - Experience in developing BI dashboards - Skills in creating diverse data visualizations - Capability to incorporate real-time data updates The dashboard will need to be updated in real-time, so experience with setting up live data feeds in Power BI is a must. Please provide examples of similar projects you&#...

I'm seeking someone to clean the interior of my SUV. This includes taking it through a car wash, vacuuming, and providing photos once the task is complete. The job usually takes less than an hour. Ideal candidate: - Must have a driver's license - Flexible and available on short notice - Able to provide a basic clean of the seats, floors, and dashboard - Capable of sending photos after cleaning Thank you for considering this opportunity. I look forward to potentially working with you in the future.

I need assistance with matching two lists of brand and company names. The data is in Excel format. - The first list has 4 columns and the second list has 1 column. - The type of matching required is 'fuzzy match'. Ideal skills for this project include proficiency in Excel, experience with data analysis, and knowledge of fuzzy matching techniques. The work needs to be completed by Friday morning India time .

...Specialist** We are excited to announce an opening for an experienced Digital Marketing Specialist who will play a crucial role in enhancing our online presence and driving traffic to our website. As we continue to expand our digital footprint, we are looking for a dynamic individual who possesses a deep understanding of the digital landscape and is eager to contribute to our marketing efforts. **Key Responsibilities:** In this role, you will be responsible for a wide range of tasks that are critical to our digital marketing success. Your primary duties will include, but are not limited to: **Pay-Per-Click (PPC) Advertising:** - Manage and optimize PPC campaigns across various platforms, including Google Ads and social media channels, to ensure maximum ROI. - Con...

I'm in need of a comprehensive clinic management software that can be hosted on my server. This software should cater to various aspects of clinic operations, and be accessible to multiple user roles. Core Functionalities: - Appointment Scheduling: The software should allow for seamless scheduling and rescheduling of patient appointments. - Patient Medical Records Management: It should provide a secure and efficient way to manage patient medical records. - Billing and Payment Processing: The software should have a robust system for handling billing and payment processing. - Customer Relationship Management (CRM): This feature should help in managing interactions with current and potential patients. - WhatsApp Integration: The software should have the ability to i...

As a client, I am in need of a seasoned perfumer who can create a diverse selection of unique and captivating fragrances for my perfume business. I am open to a range of scent profiles, including floral, citrus, and woody fragrances. Key Responsibilities: - Develop over 7 unique fragrances - Provide creative input and suggestions for fragrance types and ingredients - Perform extensive scent testing and evaluations to ensure high-quality fragrances. Ideal Candidate: - Professional perfumer with significant experience - In-depth knowledge of various fragrance ingredients and notes - High level of creativity and innovation - Excellent communication skills to understand and fulfill my requirements The target market for the fragrances is the luxury ...

...Review (Live Call Preferred) Project Overview: I am seeking a freelance ASL expert to evaluate the accuracy of our motion capture technology in capturing American Sign Language (ASL). We have a collection of short motion capture result videos (each 5-10 seconds long) derived from stock ASL footage. The goal is to determine whether the signing remains clear and understandable to viewers after being processed through our mocap system. Instead of just providing written feedback, we prefer to discuss the results in a live call with the freelancer. This will allow us to explain the context, ask clarifying questions, and ensure we get the insights we need regarding the quality and readability of the captured movements. Responsibilities: - Participate in a live c...

I am looking for a skilled 3D artist/animator to create a realistic first-person walkthrough of a 3BHK apartment. The walkthrough should feel immersive and smooth, simulating a human perspective as they explore the space. Project Details: The animation will start with a lady entering the apartment. She will walk through the living area, kitchen, and each bedroom, showcasing them one by one. The last bedroom should be spacious enough to accommodate a heater in the corner. The walkthrough will pause here, highlighting that this room is perfect for the heater. After this, she will proceed to the veranda, where she will mention that this area is suitable for placing the main box. Requirements: ✅ Realistic 3D modeling & texturing (modern apartment design) ✅ Smooth first-person cam...

Overview: Shared Apartment Services is seeking an experienced Google Ads Specialist to manage and optimize our online advertising campaigns. With properties in Chicago, St. Louis, and Kansas City, we operate a mix of regional campaigns through our primary website, , and property-specific sites such as and LiveAt100.com. Our goal is to drive qualified leads, enhance regional awareness, and maximize ROI through a strategic mix of Performance Max and traditional Search campaigns. We require a specialist with extensive experience in Google Ads management, including integration with Salesforce, Google Tag Manager, and GA4 for conversion tracking and performance reporting. ________________________________________ Project Objectives: 1. Campaign Strategy and Execution:

I'm seeking help with analyzing descriptive statistics using SPSS for a Quality Improvement project. The analysis includes: - Mean and median - Standard deviation and variance - Frequency distributions - Pre/post test survey analysis - This is a HW for a statistics class that I need done. I already have a dataset prepared for this task. Ideal candidates for this project should have: - Proficiency in using SPSS for data analysis - Strong understanding of descriptive statistics - Experience with analyzing pre/post test survey data - Excellent attention to detail to ensure accurate analysis