Poisson regression versus linear regression stataงาน

Create a powerful AI Widget on abyss, abysshub.c...0.0 ``` ``` libxml2 # For newspaper3k HTML parsing ``` --- ### **Why This Wins** 1. **Hardened Against Obsolescence** - API-based → Updates as data sources change - Battlecard logic evolves with GPT-4 parsing 2. **Embedded Institutional Knowledge** - User’s "battlecard rules" become reusable templates 3. **Non-Linear Value Scaling** - 50 prospects → 50 battlecards (linear) - 50 prospects → 1 aggregated market map (exponential) This widget turns Abyss into a **strategic intelligence platform**, not just a task automator. It leverages Python’s unique strengths (parallel processing, ML libs, doc gen) to create outputs that would require $10k+/y...

I am seeking an experienced scientific writer to assist in writing a research paper on advanced quantile regression modeling to be published in a Scopus-listed journal. The ideal candidate should have a strong background in statistics and experience in writing academic papers. Although the analysis was done by myself, based on these three important methodologies (PDFs will be shared in chat), the proper interpretation and research paper writing (abstract, intro, methodology, results, conclusion) is to be done. The timeline is about a week from now, i.e., 6th or 7th February 2024. I will assist as much as possible because of familiarity and time-bound situations. I would love to hear from you if you're passionate about contributing to academic research and have excellent writing...

I am seeking a professional with expertise in statistical analysis, particularly inferential statistics and regression analysis, to assist with the analysis of patient survey data. Key Responsibilities: - Conduct a detailed analysis of patient survey data using inferential statistics and regression analysis. - Write up the findings in a clear, concise manner suitable for a medical audience. Ideal Skills: - Strong background in statistical analysis, particularly with inferential statistics and regression. - Experience working with patient survey data is a plus. - Excellent writing skills, with the ability to present complex data in an understandable way.

I'm looking for a designer to redo our company letterhead. The design should be simple and professional, but I'm open to different styles. Key Requirements: - Incorporate our company logo and contact information. - Provide options for including all four of our locations (need to add our new location as its not on our current letterhead) versus just essential contact info. - Use our company brand colors. - Deliver the final design in Google Docs format. -We need to be able to make edits to it (such as add a phone number in the future) Skills and Experience: - Proficient in Google Docs - Strong graphic design skills - Experience with corporate branding and design - Ability to offer creative options and solutions The budget for this project is $50. The date we would like...

I'm looking for a talented game developer to create a Roblox tower defense game infused with elements from various Anime series. This game should be rich in features, including a summoning system, inventory management, and a linear story mode progression. Key Requirements: - The game should be easy to integrate new units and story modes. - All game mechanics should be fully developed and functional. - The game should incorporate two currencies, drops, and other exciting game elements. Ideal Skills: - Extensive experience in Roblox game development. - Strong understanding and passion for Anime. - Proven track record in creating engaging and complex game mechanics. - Ability to create a flexible game structure that allows for easy future updates.

...Length: 112 linear feet. 5. Galvanized Metal Panels Description: To enclose the structure. Specifications: Corrugated galvanized steel panels. Thickness: 26-gauge or heavier. Dimensions: 3'x8' panels (cut to 6.5 ft height). Coverage: Long sides: 28 ft x 6.5 ft = 182 sq ft (about 7 full panels per side). Short sides: 12 ft x 6.5 ft = 78 sq ft (about 3 full panels per side). Total area: ~520 sq ft. Total Panels: 20 (to account for overlaps and cuts). 6. Gate Frame Materials Description: Steel frame for double gates with diagonal bracing. Specifications: 2"x2"x.120" Galvanized Steel Square Tubing: Used for horizontal and vertical members. Total Length: 48 linear feet (24 feet per gate). 1"x1"x.120" Galvanized Steel Square Tubing: Used f...

I'm seeking a professional to create a site plan for residential modular units in Fort Lauderdale. The site plan should specifically detail the layout of the units in a linear row on the site. The ideal freelancer for this project should have extensive experience in urban planning, architecture or related fields. A strong understanding of creating detailed and practical site plans is essential. Key project requirements: - Design a site plan for residential modular units - Layout the units in a linear row - Incorporate all necessary site details Please include examples of relevant past work in your proposal.

I'm seeking a professional math tutor with expertise in college-level calculus and linear algebra. - The primary aim of our one-on-one sessions will be to improve my grades in these subjects. - The ideal candidate will not only help me understand difficult concepts but also prepare me for exams and enhance my overall performance. - Prior experience with college mathematics tutoring, as well as a deep understanding of calculus and linear algebra, is essential. Your ability to provide personalized, engaging, and effective tutoring sessions will be key to the success of this project.

I require a Linear Regression expert to help me with a project. The goal is to utilize this analysis for predicting future values based on my mixed data set. Key Responsibilities: - Conduct a thorough analysis of the mixed data. - Implement linear regression techniques to predict future values. - Provide clear and concise interpretations of the results. Ideal Skills: - Proficiency in Linear Regression - Experience with mixed data sets - Strong predictive analysis skills - Excellent data interpretation abilities

I'm looking for a graphic designer with a knack for creating unique, cartoonish-style illustrations. The piece will be a gift, featuring Gru and two minions against a white background. The scene should depict Gru beside an ultrasound machine with the two minions each holding ultrasound linear probes. Reference photos attached It doesn’t have to be these exact pictures, but this is just examples or you could use the same format. It’s up to you Key Requirements: - Moderately detailed design, not overly simplistic but also not excessively intricate - Ability to create a piece with surprise elements in the characters' poses and expressions Ideal Skills: - Proficiency in cartoonish graphic design - Creativity in character design and scene setting - Experience...

I'm in need of a seasoned QA professional to integrate(CI/CD,test case, ui, regression,API ETC) comprehensive automated testing into my Flutter-based web and mobile app, built with Node.js and MongoDB, hosted on AWS. The application is HIPAA compliant and currently undergoing manual QA, ready for launch. PREFERABLY USE OPEN SOURCE TOOLS TO KEEP MINIMALL BUDGET Key Requirements: - Implementing automated testing for both the web and mobile versions of the app. - Focusing on critical functionalities such as User Authentication, Data Encryption, and Payment Processing. - Incorporating all types of automated tests including Unit Tests, Integration Tests, and End-to-End Tests. Ideal Skills and Experience: - Proven expertise in QA automation, particularly with Flutter apps. - In-...

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I'm in need of a seasoned developer who can assist me in developing a Windows service using Visual Studio with C++ and C#. The service will also have...developer who can assist me in developing a Windows service using Visual Studio with C++ and C#. The service will also have some frontend components, so if you have experience in that area, it would be beneficial. Key Requirements: - Proficient in C, C++, C# - Extensive experience with Visual Studio - Strong debugging skills, particularly with the Visual Studio Debugger - Strong Geometry and Linear Algebra skills - Ability to work independently and deliver quality results in a timely manner Your ability to comprehend complex geometric and algebraic concepts will be crucial. Timely delivery of high-quality work is essential fo...

...goal is to create vibrant, attention-grabbing images featuring magical elements and "systems" (e.g., portals or neon panels symbolizing transportation to another dimension). Split Image (Two Parts): The first part shows the character as weak, bullied by others, and portrayed as a loser, surrounded by teleportation or magical portal elements. The second part shows the character after rebirth/regression, now stronger with superpowers, glowing eyes, magical artifacts, and an intense aura. What’s Important: Images will primarily be generated using AI tools. The main task is to write detailed prompts specifying the desired details and color schemes. This process is straightforward and easy to learn, even for those with little experience. Ensuring consistency in color...

...Terminfindung, Bereitstellung von Informationen über den Ablauf etc.). (Die Experten können sich über unseren Terminkalender () eintragen. Sie erhalten von uns den Text, die Bilder und einen Trailer. Alles ist kostenlos für sie.) Sicherstellung, dass die Experten eine Community von mindestens 3.000+ Followern oder eine relevante Zielgruppe haben. Den Kongress finden Sie hier: https://ki-versus-mensch.com. Auch sind dort bereits über 50 Experten aufgelistet, die für uns schon ein Interview gegeben haben. Anforderungen: Der Freelancer sollte sich im deutschsprachigen Raum befinden, ein gutes Netzwerk haben und im Bereich Expertensuche, Eventmanagement und Business Development erfahren sein. Es handelt sich um eine langfristige Zusammenarbeit!...

Phase 1: Control of 01 Servo and 01 Linear motor using Raspberry Pi

I'm working with survey data that requires thorough SPSS analyses. I need a professional who can assist with data cleaning and preparation, as well as a comprehensive analysis including descriptive statistics, inferential statistics, and regression analysis. Ideal skills and experience for the job: - Proficient in SPSS - Experience with survey data - Ability to conduct various statistical analyses - Data cleaning and preparation skills - Strong understanding of descriptive statistics, inferential statistics, and regression analysis

I have collected survey responses through Qualtrics and I need someone to analyze this data using IBM SPSS. Please apply if you are well-versed in both descriptive and inferential statistics. The specific tasks will include: Descriptive Statistics: - Calculate the mean and standard deviation for the survey responses. Inferential Statistics: - Conduct T-tests, ANOVA, and Regression analysis on the data. Skills and Experience: - Proficient in IBM SPSS - Experience with survey data analysis - Strong understanding of descriptive and inferential statistics

I'm in need of a seasoned developer who can assist me in developing a Windows service using Visual Studio with C++ and C#. The service will also have...developer who can assist me in developing a Windows service using Visual Studio with C++ and C#. The service will also have some frontend components, so if you have experience in that area, it would be beneficial. Key Requirements: - Proficient in C, C++, C# - Extensive experience with Visual Studio - Strong debugging skills, particularly with the Visual Studio Debugger - Strong Geometry and Linear Algebra skills - Ability to work independently and deliver quality results in a timely manner Your ability to comprehend complex geometric and algebraic concepts will be crucial. Timely delivery of high-quality work is essential fo...

I'm seeking a graphic designer to create a unique piece as a gift. The design should feature Gru and two minions, set against a white background. The scene includes Gru next to an ultrasound machine with the two minions each holding ultrasound linear probes. Key Requirements: - Design intended for poster size - Cartoonish style - No text included in the design Ideal Skills: - Strong background in graphic design, particularly in creating cartoonish styles - Experience in creating designs for poster size - Ability to create engaging and unique designs based on specific prompts Please provide samples of similar work when bidding.

...through a catchy video and influencer collaborations. Instagram Profile Creation: - The tone should be a mix of professional and somewhat humorous & engaging. - Content should include: user testimonials, AI travel tips, behind-the-scenes content, and stunning destination photos. Promotional Video: - Create a short, engaging video that humorously highlights the frustrations of typical travel sites versus our intuitive, detailed platform. (ie: Farmers Insurance, humor driven commercials) - Key features to highlight: user-friendly interface, detailed destination information, advanced filter options. Influencer Collaboration: - Assist in setting up the video with suitable social media influencers targeting our desired audience. Ideal candidates will have experience in social ...

I need a skilled writer capable of creating 200 pages of articles focused on statistics, aimed at research publication. Key Requirements: - Expertise in writing articles related to statistics - Familiarity with research publication standards - Ability to present complex information in a clear and engaging manner

I need a skilled developer to help me construct an AI agent that will analyze user behavior patterns and utilize this information to place accumulative bets on Betfair. Key Responsibilities: - Interpret user behavior data sets - Develop an AI agent capable of placing bets based on analyzed data Ideal Skills: - Proficient in machine learning techniques - Experience with regression analysis, neural networks, and decision trees - Familiarity with Betfair and betting systems - Strong programming skills

I'm seeking a skilled LabVIEW developer to create a data acquisition application for me. The primary function of the application will be to interface with a linear gauge. Key Requirements: - Proficient in LabVIEW, with a focus on data acquisition applications. - Experience with developing applications for instrument interfacing. - Familiarity with linear gauges is a plus. The application should be capable of efficiently acquiring data from the linear gauge and processing it as per standard data acquisition protocols. Please include examples of similar projects you've completed in your bid.

I'm looking for a skilled programmer to help me with an Arduino project. The main goal is to control actuators via Arduino. This involves: - Motor Control: The Arduino will primarily be used to control motors. - Actuator Management: Specifically, I need these motors to control actuators, enabling linear motion. The ideal freelancer for this job should have extensive experience with Arduino programming and motor control. Experience with other types of Arduino projects would be a plus. I am looking for someone who can deliver high-quality work in a timely manner.

I'm in need of a data engineer, econometrician, or statistician to help me organize and analyze IRCG data from 1984-2024. The data will be focused on Political Risks (IRCG Table ...export performance, the International Country Risk Guide (ICRG), and tariffs. Only individuals who have access to the required data or can arrange it should apply. Reference: Key Responsibilities: - Organizing and cleaning the IRCG data - Performing data analysis - Utilizing provided estimation models Skills and Experience: - Proficient in using Stata/R/Python/SPSS for data analysis - Strong background in data analysis, particularly in the areas of predictive modeling and time series analysis - Ability to source and arrange relevant data if not readily available

...chat, and profiles, across both Trainer and Trainee roles. b. Verify all workflows for accuracy, usability, and stability. 2. Defect Logging & Reporting a. Document and prioritize defects using a systematic approach. b. Provide screenshots, videos, or logs where necessary to support defect reports. 3. Retesting After Fixes a. Collaborate with our development team to verify fixes. b. Perform regression testing to ensure no new issues are introduced. 4. Signoff a. Provide a comprehensive testing summary and final signoff confirming the app is free of critical defects and ready for release. Key Requirements: Experience testing mobile applications on both iOS and Android platforms. Ability to test both Trainer and Trainee user flows. Proficiency in identifying, documenting, a...

I need assistance with performing statistical analysis on my survey data using SPSS. The specific analyses required include descriptive statistics and regression analysis. Ideal candidate for this project should: - Be proficient in using SPSS for statistical analysis - Have experience with survey data - Be skilled in performing and interpreting descriptive statistics and regression analysis - Be able to provide clear, concise results in a format suitable for report generation.

...is designed for a new business, aiming to connect people based on their geographical proximity and shared interests. This app aims to combat male loneliness and mental health issues as a 2022 Pew Research Center survey found that six in ten men under the age of 30 are single, Those aged between 16-29 are over two times as likely to report feeling lonely often or always than those over 70 (9.7% versus 3.7%) and “Younger generations are expressing high or chronic levels of loneliness which demonstrates the importance of understanding why this happens, how it can be prevented, and how it can be intervened effectively. “Since the peak of the pandemic, chronic levels of loneliness have not returned back to levels we saw before lockdown. While this could, in part, be down ...

Overview...automated test scripts using Cypress. Collaborate with development and product teams to define test requirements. Execute and analyze test results to identify issues and ensure product quality. Perform regression, functional, and performance testing. Participate in code reviews and provide feedback on testability. Maintain and enhance the testing framework and environment. Identify, document, and report bugs in a detailed and timely manner. Stay updated with the latest trends and tools in test automation. Skills & Requirements Cypress, JavaScript, Automation Testing, Functional Testing, Regression Testing, Performance Testing, Bug Reporting, Test Frameworks, Agile Methodologies, CI/CD Tools, API Testing, Selenium (optional). Project contract length - ...

PLEASE READ THE PROJECT DETAILS FIRST. RaspberryPi Panasonic Servo Motor: MHMF092L1U2M () Panasonic Driver: MDDLT55SF We are looking to Automate a system with 7 servo motors and 2 linear motors. We will be using Industrial Raspberrypi for the project with OpenPLC. We also need to incorporate a few sensors in the project. Project details attached. We will need to see one servo motor & linear motor moving in phase 1.

I'm seeking a developer to create an Augmented Reality measurement tool, similar to the measure app from iPhone. This tool should be able to measure linear distances and areas with centimeter-level accuracy. I should be able to use the tool on a flutterflow app. Key Requirements: - The tool should support measuring linear distances and areas. - It needs to be compatible with both iOS and Android platforms. - The measurement accuracy should be at a centimeter-level. - Compatible with app builder "Flutterflow" Ideal Skills and Experience: - Strong proficiency in AR development. - Experience in cross-platform mobile app development. - Understanding of accuracy requirements in measurement tools. - Previous work on similar measurement apps would be a plus.

...example, the game "Linear Programming Adventure" is designed to train students' critical thinking skills in mathematics. Implementation of Learning: Educational games often incorporate various learning styles such as Visual, Auditory, Kinesthetic (VAK) to enhance student engagement. This helps children not only understand the material but also enjoy the learning process. Feasibility Testing: Results from feasibility tests indicate that educational games can improve student understanding. For instance, the game "Math Bear" demonstrated an effectiveness rate of 88% in helping students grasp spatial concepts. Results and Effectiveness Research shows that educational games are not only practical but also effective in enhancing student learning outcomes. For e...

...standards, e.g., presentation styles or documentation formats. o Provide insights into updates such as Basis of Design (BOD) for healthcare. 2. Detail Snippets: o Retrieve precise details from trusted libraries, e.g., metal wall and brick wall external sections. 3. Typology-Specific Design Guidance: o Contextual answers to typology-specific questions (e.g., staircase dimensions for hospitals versus offices based on NBC standards). 4. Data-Driven Query Resolution: o Cross-reference company practices with industry standards. o Highlight inconsistencies and suggest resolutions using curated databases. 5. User-Friendly Interaction: o Accept natural-language queries for seamless interaction. o Provide document comparison insights for better Revit workflows. 6. Revit Mode...

I'm seeking assistance that involves understanding consumer's eating habits, predicting demand for ready-to-eat or cooked food items, and creating a dataset from surve...predictive machine learning models already trained on such data (possibly on Kaggle). 2. Designing a Survey: Develop a survey questionnaire aimed at collecting data about consumer food demand. 3. Creating a Dataset: Build an Excel dataset from the survey responses that can be utilized to train ML models. Ideal candidates for this project should have: - Proficiency in machine learning, particularly in regression and classification models. - Experience in designing surveys and analysing consumer behaviour. - Ability to create and manipulate datasets in Excel. Please share your previous work related to the...

I would like to create a sports betting model to identify value in the sports betting market. The model would scrape data from publicly available statistics and sports betting markets and apply results to regression analysis to identify predictive statistics. I would also like the model to identify key players and confirm that those players are in starting lineups. I have a number of untested hypotheses (such as a preference for betting on underdogs and draws) that could serve as a starting point. But theoretically I would like to subject all relevant data to regression analysis.

I am looking for a skilled data analyst to evaluate whether my Meta (Facebook/Instagram) campaign successfully drove sales captured as transactions in Google Analytics. The project requires: Expertise in Google Analytics and Meta Ads data analysis. Use of advanced statistical modeling (e.g., regression, causal inference, or machine learning). Identification and accounting for potential confounding variables. Clear visualization of findings and actionable insights. Deliverables: A detailed analysis report. Code or models used for analysis. Recommendations to improve future campaigns. Tools: Python, R, or similar preferred. Expected timeline: [Your deadline]. Please include examples of similar projects you've completed in your proposal.

I'm in need of a custom firmware for my DMA card which will run on Windows. The primary goal of this ...primary goal of this firmware is to circumvent anti-cheat systems, specifically Faceit. Key features should include: - Memory manipulation: This will allow for more advanced gameplay techniques. - Input/output control: This is crucial for real-time game interaction. Although I'm currently uncertain about the need for the firmware to be updatable, the possibility of having an updatable firmware versus a static one may be advantageous in the long run. Please note: I am looking for professionals with extensive knowledge and experience in firmware development, anti-cheat systems, and DMA card functionalities. Bids from freelancers with a strong background in these areas ...

I need help with my linear programming assignment. The assistance should primarily focus on solving problems related to linear equations and optimization problems. Ideal skills and experience: - Strong understanding of linear programming - Experience in solving complex linear equations - Proficient in tackling optimization problems - Prior teaching or tutoring experience in this field

โปรดลงทะเบียน หรือเข้าสู่ระบบ เพื่อดูรายละเอียด

...- **Technical Skills**: - **Programming Languages**: Proficiency in Python, R, SQL. - **Data Analysis**: Ability to manipulate and clean data (using Pandas, NumPy, etc.). - **Statistical Analysis**: Understanding of core statistical concepts and techniques (e.g., hypothesis testing, distributions, A/B testing). - **Machine Learning**: Basic understanding of common algorithms (linear regression, decision trees, clustering, etc.). - **Data Visualization**: Experience with tools like Matplotlib, Seaborn, or Tableau to present data insights. --- #### **Slide 3: Understanding Business Needs** - **Aligning with Business Objectives**: - Employers expect data scientists to understand the business problems they are solving. - Translating data insights ...

...designed to operate within the Ku-band (12-18 GHz) frequency range, and with a linear polarization. Automate the geometry. Tune the result with different flare design configuration. Give a report for multifare design. Key Requirements: - Design of a horn antenna using PyAEDT and AEDT - Targeting the Ku-band 13.4-13.8 GHz - Linear polarization -Size 75x75x60 including flange - Multiflare configuration - Starting circular waveguide aperture is 8.1mm -Gain 20 dB -beamwdith 3dB +-45 @ 13.6 Ghz polarization Linear return loss less than -20 dB Ideal Skills: - Proficient in antenna design - Familiar with radar systems requirements - Experienced in using PyAEDT - Knowledgeable in Ku-band specifications - Able to design for linear polarization -Multiflare design ...

I need assistance with a project involving 5 shape memory wires of 0.5mm diameter. The objective is to create a simulation in ANSYS where a PDMS matrix is placed around the wire. The wires must be stretched to their maximum residual strain of 4 percent and then heated to recover that strain. The goal is to achieve a bending motion instead of a linear recovery, with an experimental analysis achieving a bend angle of 30 degrees. Key Tasks: - Model 5 shape memory wires with a 0.5mm diameter and a PDMS matrix in ANSYS - Stretch the wires to a maximum residual strain of 4 percent - Heat the wires to recover the strain - Achieve a bending motion during recovery Ideal Skills: - Proficiency in ANSYS, specifically in static structural simulations - Understanding of shape memory alloys and ...

...with an Air Quality Index dataset in R. The project involves exploratory data analysis, seasonal and monthly variations, identifying key pollutants, comparing cities, and performing various regression analyses. Key Requirements: - Provide R codes, outputs, and graphs - Prepare a professional report with detailed insights and policy intervention suggestions The analysis should cover: - Seasonal variations during the different seasons - Contribution of Ozone (O3) and Nitrogen Dioxide (NO2) to AQI, any other if relevant - Predictive modelling using Simple and Multiple regression, and Logistic regression Ideal candidates for this project should have: - Proven experience in data analysis and R programming - Ability to interpret complex data and provide actionable insi...

...engine-optimized tutorial articles on specific, real-world data science applications. The content must be manually written without AI assistance, well-researched, and highly practical, appealing to both beginners and intermediate-level data science enthusiasts. Project Requirements: (Each article should focus on solving a specific problem): - Predicting Customer Churn Using Logistic Regression - Sentiment Analysis for Movie Reviews Using NLP Techniques - Fraud Detection in Financial Transactions with Random Forest - Optimizing Delivery Routes with K-Means Clustering - Forecasting Stock Prices Using ARIMA Models - Detecting Fake News with Naive Bayes Classifier - Building a Job Recommendation System with Collaborative Filtering - Image Classification for Medical Diagnosis Using...

I'm seeking a seasoned professional who can seamlessly convert my customized TradingView Pine Script technical indicator into the Quantower platform. The ultimate goal is to have the translated indicator produce identical outputs to those on TradingView. This indicator is a combination of: 1) Renko bricks 2) Follow lines. 3) Linear regression candles 4) UT Bot alerts Key Requirements: - The TradingView Pine Script produces chart outputs. - The indicator incorporates functionalities such as Buy/Sell signals, Custom overlays, and Multiple timeframes. - The converted script should leverage the Quantower platform's Custom indicators for charting. - Proficiency in TradingView Pine Script and C# (by Visual Studio) is a must. - Prior experience in converting TradingView s...

...Deliverables: Cleaned and merged Master Data File. Documentation detailing the cleaning, merging, and development processes. Any intermediate files or scripts used during the process. Qualifications: Expertise in data cleaning, merging, and variable development. Experience with academic research datasets (public health, social sciences, etc.). Proficiency in statistical software (e.g., Python, R, SPSS, or Stata). Strong communication skills for documenting processes....

...etc.) 2. Data Visualization: - Create interactive and dynamic visualizations using libraries such as Matplotlib, Seaborn, Plotly, etc. - Visualize stock price movements, trends, and patterns - Create dashboards to display key metrics and insights 3. Next Date Prediction: - Develop a machine learning model to predict stock prices for the next date - Use techniques such as linear regression, decision trees, random forests, etc. - Evaluate model performance using metrics such as mean squared error, mean absolute error, 4. Data Analysis: - Perform exploratory data analysis to identify trends, patterns, and correlations - Calculate key metrics such as moving averages, RSI, Bollinger Bands, etc. - Identify potential trading opportunities and ...

I am looking for a data expert to help me with a panel data regression using a fixed effects model. The data I have comes from administrative records, and the main goal of this analysis is to identify causal relationships. Key Requirements: - Proficiency in fixed effects model - Experience with administrative records - Strong analytical skills with a focus on causal identification Ideal Skills: - Panel data regression expertise - Strong background in econometrics or statistics - Proficient in data analysis software (e.g., R, Stata, Python) Your role will be to analyze the data and provide insights on potential causal relationships. A previous experience with this type of project will be highly appreciated.