Maximization likelihood matlab Jobs

Ich möchte beruflich MATLAB nutzen, und würde insbesondere Data management, Signal processing und Statistics erlernen. Ideal für mich wären Online-Sessions (einige Stunden Länge, habe jeden Samstag Zeit). Das Projekt ist für mich abgeschlossen, wenn eine Liste von klar definierten Lernzielen abgearbeitet ist, und schätze den Aufwand auf ca. 10 Sessions.

https://www.freelancer.com/projects/C-Programming-CPlusPlus-Programming/Matlab-conversion.5136809.html

As an ardent patron of electrical engin...application should highlight your past work, experience, and a detailed project proposal–these are essential components to your success in this project. The ideal freelancer should display: - Excellent knowledge of Simulink - Previous experience in model simulation, control system design, and signal processing - Proficiency in MATLAB, and Simulink Blocksets Please ensure to include any relevant software expertise in your application. Robust skills and experience in MATLAB, Simulink, and Simulink Blocksets is critical to this project. Leap into this project with precision and get ready to showcase your expertise in the demanding yet rewarding world of electrical engineering. Your dedication to this project is just a step awa...

I need a professional with extensive experience in Fuzzy Logic and Matlab. Since I haven't defined the exact task or domain, I anticipate your ability to tackle various applications ranging from control system design, pattern recognition, forecasting, robotics, financial analysis, to traffic control. The final output, yet to be specified, could be anything from improved system performance, enhanced decision-making, or better data analysis. Since the assignment specifics are yet to determined, I require someone who is flexible, creative, and solutions-oriented. Matlab proficiency is a must.

I am looking for assistance in optimizing battery performance through Matlab simulation. Due to the project specifics not being clarified, the professional should be comfortable and experienced in working with a range of battery types such as Lithium-ion, Lead-acid battery and Nickel-metal hydride batteries. Key points to consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab model suitable for varie...

...designing point to point communication systems like simplex, duplex, using radio as the communication type. To see this project to its fruition, I will need a professional who can design a communication link with various parameters. Thereafter, we'll need to carry out Link-level modeling and simulations in Matlab. The ideal candidate should: - Have a solid understanding of point to point communication systems, specifically both simplex and duplex systems. - Be proficient in using MATLAB for simulations. Following the simulation, we'll analyze the performance of our designed system using several metrics. For the simplex system, we would be interested in assessing its: - Error performance - Power efficiency - Bandwidth efficiency - Implementation complexity - ...

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...and N2. This comprehensive investigation can be based on specific equations, data, and parameters that will be provided from a relevant paper. Duties and Responsibilities: - Understand the Base Model: Analyze the experimental study to grasp foundational models and calculations. - Industrial Sensitivity Analysis: Utilize any effective method to scale up these findings to industrial levels. - Use MATLAB, Excel, or any other tool to conduct a detailed sensitivity analysis based on the equations given - Document each step of the analysis clearly, ensuring that any reader can follow the process and results seamlessly. Ideal Skills and Experience: - Proven experience in sensitivity analysis. - Strong understanding of Pressure Swing Adsorption processes. - Ability to interpret and im...

I'm seeking a skilled microcontroller programmer for translating our control strategy into a code compatible with a dsPIC microcontroller. This code should be able to handle inputs of both voltage and current. The key features of...code, you should provide thoughtful documentation and comments so we can understand your strategies and algorithms. I am not specific about setpoints for voltage and current, so the approach should be adaptable. Ideal freelancers should possess the following skills and experience: - Strong understanding of PI control strategies - Fluency in microcontroller programming - Ability to translate MATLAB code into different languages - Problem-solving mindset to adapt to shifting parameters In your bid, please share relevant experience relating to thes...

...b. Modify at least two stages of the model (these must be reasonably unique – do not copy scenarios from others). c. Rerun simulation model with the same random number seed and compare results to that produced in Task 4. d. By plotting and comparing relevant probability distributions, explain how your modified scenario has reduced the time taken to process samples, and how it has impacted the likelihood of processing samples in under one day. 6. Insights and recommendations a. In your report, provide a short summary of your insights and recommendations for how to improve the Rapid DNA process that was trialled over the past few months. *Appropriate metrics to summarise a distribution are either mean(5th percentile;95th percentile) or median(5th percentile;95th percentile),...

I need a proficient Matlab coder to assist with debugging my existing Matlab code which is currently undergoing some issues. Here's what needs to be accomplished: - Debugging: The code needs to be thoroughly examined for bugs and the cause of the malfunctions need to be rectified. - Adding New Functionality: Progressive functions need to be infused into the existing code to improve its overall productivity. - Optimization: In order to expedite the execution process, the overall performance of the code needs to be enhanced. The ideal candidate should not only possess substantial experience in Matlab coding, but must also be dexterous in debugging and optimizing for performance improvement. Prior experience in adding new functionalities will be highly advantageous...

I'm looking for a proficient Matlab programmer with expertise in chemical engineering simulations to develop a comprehensive model for a Plug Flow Reactor (PFR). My goal is to analyze the conversion of reactants, product yield, and overall reactor efficiency, focusing on temperature and pressure as critical parameters. Key Project Deliverables: - Establish the PFR model in Matlab. - Integrate temperature and pressure variables using 2-D pseudo homogeneous model. - Calculate reactant conversion, yield, and efficiency. Ideal Candidate: - Proficient in Matlab coding. - Solid background in chemical engineering, specifically reactor design and modeling. - Understanding of PFR kinetics and mass-energy balances. - Ability to interpret simulation results for optimizati...

I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

...designer with experience in modern design aesthetics who can completely transform my living room and dining area. My preference is for a neutral color scheme with whites, grays and browns being the prominent tones. Key Elements include: - A medium sized and mpressive dining table, as I often entertain guests - A comfortable seating area that promotes relaxation, chats, and comfort. - Media Wall - Maximization of natural lighting - an aesthetic that capitalizes on light will be highly favored - Incorporation of features like a console, mirrors, wall art, center rugs, a media wall, and sofas with accent that combine style and utility. Special Attention should be paid to: - Nice, lush curtains that complement the modern aesthetic and enhance the spacious feel of the rooms - Fur...

I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an actionable, detailed plan fo...

I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with e...Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise ...

Matlab Simulation Battery Optimization Urgent Work

...an existing Matlab project related to image processing. An issue has arisen with the code failing to read images as expected. The task will involve you looking inside the mechanics of the current program, identifying the source of the image reading problem and then rectifying it. The work doesn't end with just repairing the code; measures should be taken to ensure this error doesn't recur in any possible future scenarios. I am looking for someone with: - Proficiency in Matlab image processing toolbox. - Strong skills in Matlab debugging. - Experience in identifying and fixing the root causes of scripting errors. - An ability to work efficiently and quickly. Additionally, it would be beneficial if you have: - Prior experience troubleshooting 'Image...

I'm searching for a 3D expert who can breathe life into my product design project. You should possess a creative streak which transcends the conventional boundaries of 3D design. The specific 3D skills r...boundaries of 3D design. The specific 3D skills required weren't specified, thus your versatility across modelling, animation, and rendering areas will be highly advantageous. As for the application details, there were no strict directives outlined. However, showcasing your past work, detailed project proposals, and providing information regarding your experience will undeniably elevate your bid's likelihood of success. Ideal Skills: - 3D Modelling - 3D Animation - 3D Rendering Experience: - Versatility and aptitude in various 3D design spaces. - Industry experie...

MATLAB USERS Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one. summarize this in 250 words

...seeking a proficient freelancer to model a battery energy storage system using MATLAB/Simulink. The system is intended to serve as a backup power supply for a large industrial facility. Key Project Details: - Intended Use: The primary function of the battery energy storage system is to serve as a reliable backup power source. - Scale: I'm looking for a model that's specifically tailored for a large industrial facility. This involves understanding the energy consumption patterns of such an environment and designing a system that adequately meets the facility's energy needs during power outages. - Software Preference: Due to the complexity of the project, the ideal candidate should have a strong background in MATLAB/Simulink. This tool is essential for the ...

Hi, I have a completed MATLAB project that was done using functions that should not be used. Can you review it and rewrite it using the functions that I will provide you?

I'm in search of a MATLAB expert with a strong background in control engineering. Your main task will be debugging my current model predictive control code. Requirements: - Proven experience in MATLAB, especially in the context of control engineering. - Expertise in debugging code, particularly in fixing the issues related to code running and error messages. - Ability to work independently and efficiently. Your proposal should include: - Relevant past work in MATLAB, particularly in control engineering. - Details on how you usually debug code and your approach to dealing with issues. - Your understanding of model predictive control and examples from your past work that demonstrate this. Your application will be a key part of my decision-making process.

I am in need of a skilled MATLAB developer with a background in control engineering or related fields. The project involves debugging my existing code on model predictive control. Key Responsibilities: - Collaborate with me using a collaborative coding platform to resolve the error messages and incorrect results in the code. - Ensure the code provides accurate predictions as expected. Ideal Freelancer: - Proficient in MATLAB with a strong understanding of model predictive control. - Experience with debugging complex mathematical algorithms. - Strong communication skills and a willingness to collaborate through a shared coding platform.

I'm looking for a MATLAB expert who will develop a simulation model for both Vehicle-to-Grid (V2G) and Grid-to-Vehicle (G2V) technologies. The core aspect of your work should emphasize on the scheduling of charging and discharging within the system. Key Tasks: - Simulate both V2G and G2V technologies accurately - Focus the simulation model primarily on scheduling of charging and discharge cycles - Ensure the model is flexible enough for future tweaks and adaptations Skills and Experience: - Proficient in MATLAB, especially signal processing module - Strong knowledge and experience in energy systems simulation - Good understanding of V2G and G2V technologies - Familiar with energy scheduling and management

need of a computer vision expert; proficiency in MATLAB is particularly essential. 1-Image Segmentation and Detection: To perform segmentation and detection of objects in images in accordance with the requirements of the given tasks, without using deep learning methods. Separation and detection of objects from the background using conventional computer vision techniques on images. 2-Feature Calculation: Extracting features from images of objects, especially calculating textural and shape features. Using appropriate algorithms to identify and extract image features. 3-Object Tracking: Development and implementation of Kalman filter or similar tracking algorithms. Using appropriate mathematical models and algorithms for tracking and predicting the movements of and verifying

I'm looking to develop a scheduling strategy that optimizes battery usage, with an aim to increase efficiency. While the specifics of the battery system haven't been provided, the freelancer should be prepared to create a ...for the project: - Development of a method to optimize battery usage for unknown battery systems. Experience in deterministic model formulation would be ideal. - Ability to incorporate constraints or limitations in the future. This could be the maximum battery capacity, available charging/discharging rates, time-of-use electricity rates, and renewable energy generation. If you have expertise in Matlab and experience in battery scheduling or similar projects, I invite you to place a bid. Please share relevant past projects or credentials that qualify ...

I'm looking for an experienced MATLAB-Simulink professional to help me simulate DC arc faults in PV system. Key Project Details: - The primary purpose of the PV system is power generation. - I need the simulation to provide details on basic electrical parameters and arc dynamics. - I need the simulation using different arc models (Cassie, Mayr, Habedank, Kema, Paukert, Modified Paukert, Heuristic). - The Pv system (20 kW) should be connected to the grid. - The Pv system should have a dc-dc converter and inverter. The ideal freelancer for this project should have: - Strong expertise in MATLAB - Simulink - Experience with simulating electrical systems - Familiarity with photovoltaic systems would be a plus

I'm looking for an electrical engineer well-versed in Matlab with a specialization in Power Electronics. Below is a more detailed overview of the project requirements: - Specific Task: The primary task is to design a Simulink model of Power Electronics Bidirectional Converter for Grid to Vehicle and Vehicle to Grid Applications and analysis their performance. - Desired output power level: This system needs to describe the power direction in G2V mode as well as in V2G mode. - Voltage, Current Waveform: The system should output both a specific voltage and current waveform Considering V2G and G2V. Ideal candidates for this project would have expertise in Power Electronics design, particularly with experience in Matlab. Your understanding of voltage and current waveform...

I am in need of an Electrical Engineer with expert MATLAB skills for a task I have at hand. Unfortunately, I've not been able to provide specific details of what functionality or requirements the task entails. However, I would appreciate any professional expertise or suggestions. Ideal Skills & Experience: - Bachelor's or Master's degree in Electrical Engineering - Superior command of MATLAB - Excellent problem-solving abilities - Experience in adapting to new applications - Open and clear communication skills Looking forward to a successful collaboration.

I'm in search of a skilled MATLAB programmer who also specializes in computational fluid dynamics (CFD). This role encompasses various important tasks, including the following: - Writing MATLAB code for complex simulations: You must have a strong command over MATLAB programming to create the simulations required for the project. - Ideally should know how pipe organs work in the first place. - Conducting CFD analysis: A comprehensive understanding of fluid dynamics and the ability to perform CFD analysis is crucial for this role. - Optimizing code performance: You should be able to enhance and optimize the performance of the MATLAB code for efficient and effective simulations. The purpose of these simulations and analyses is specifically for two main areas...

I'm currently in need of a detail-oriented Matlab coder with relevant skills and experience. The main objective of this project has not been fully detailed, however, I'm looking for someone who can work with me in unraveling the project's objectives and providing effective solutions. While I'm not constrained with any Matlab version, having experience in multiple versions would be beneficial. Ideal Skills and Experience: - Robust knowledge of Matlab coding - Experience using different Matlab versions is beneficial - Exceptional problem-solving skills Applying for this Project: Please include a detailed project proposal including proposed methodology, your experience related to this task, and a tentative timeline. A well-thought-out proposa...

I have an electrical project that requires specialized MATLAB programming skills. This project aims to optimize a hypothetical renewable power microgrid using linear optimization algorithm cvxr in MATLAB. This initiative responds to the growing need for sustainable and efficient energy solutions in the era of climate change. The focus is on how optimization algorithms can enhance the cost effectiveness, efficiency, and reliability of such microgrids. Please check the attached Word file for more details.

I'm seeking a skilled freelancer well-versed in Matlab for data analysis. Ideal candidate should have rich experience in handling various kinds of data and provide effective solutions. Time frame for completion is yet to be determined. Key qualifications needed are: - Strong proficiency in Matlab - Background in data analysis - Flexibility with open-ended project timeline - Ability to work independently and efficiently. I look forward to seeing your bids.

...the conversation's context and customer data. Appointment Scheduling: The AI should be capable of scheduling appointments directly into a Google Cloud Calendar or an in-house calendar system based on the customer's preferences and availability. Interest Rating System: Each customer interaction should be followed by an update in the customer's interest rating, which reflects their likelihood to convert. This rating can help tailor future interactions. 4. User and Role Management: Role-Based Access Control: The platform should provide different access levels based on user roles. For instance: Manager Users: Full access to all platform features, including creating users, viewing all campaigns, customer data, and advanced analytics. S...

I am in need of a financial data analyst with a strong background in statistical methods and SAS software. The task entails tracking loan defaults and borrower details. Using this data, the analyst wou...Weight of Evidence (WoE) calculations. Afterwards I need to reduce the number of categories and keep GINI above f.e. 20%. This will lead to shortlist the categories, and just put them in SAS and do an anylysis of maximum likelihood estimates and test it on in sample and out sample. The project is easy if you know coding. The whole description is attached. The outcome should be just tables with Gini, IV, WoE, which categories where shortlisted, how was the number of categories reduced and the final table (screnshot is enough) from SAS with the table of Analysis of Maximum Likeliho...

I'm seeking a seasoned Matlab expert specifically familiar with implementing the Kalman filter algorithm. Though the intended application and expected input data for the algorithm is yet to be determined, the expertise you will bring to the table will be invaluable. The goal is to use Kalman filter to esmate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equa ons: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ? With the following skills and experience, you'll fit right into this role: - Proficient in Matlab’s language, operators, and constructs - In-depth understanding of Kalman filter algorithm - Previous experience coding from scratch -...

HDL Coder compatible simulink model design will be made with the subject titled MODEL BASED DESIGN OF GAUSS FILTER APPLICATIONS FOR FPGA APPLICATIONS. Gauss filter can be applied on the image. The design will not contain any code and will be designed only with functions.

...will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification model to determine the likelihood of an event's occurrence. A prediction model to quantify the value of the event. Implementation Platform: The system will be implemented on a cloud platform, such as Digital Ocean or Google Cloud Platform. Web Interface: A user-friendly web interface for system management will be provided, enabling model management, testing, and real-time accuracy assessments. Operational Det...

I am in immediate need of a high skilled Matlab Simulink expert to develop a script for me. This project should be completed using the specified software(MATLAB), and your digital submission must include a comprehensively commented script. This script should clearly demonstrate your approach and the functionality of the script, outlining your problem-solving process. Include any additional work, such as scanned handwritten notes. Finally, consolidate your original MATLAB and Simulink files into a single zip archive. Also, include a PDF document containing screenshots of your scripts/block diagrams and the corresponding solutions. (Questions Attached below. This projects need to be completed within 8 hours from which this post is submitted(Melbourne,AU(AEST, UTC+10...

I require a MATLAB expert to assist in analyzing some financial data. Your skills in data analysis should be top-notch. While specific MATLAB toolboxes weren't mentioned, knowledge of Econometrics, Financial, and Statistics and Machine Learning toolboxes would be a huge plus. Understanding of financial data is imperative. Please provide evidence of similar projects you've worked on. Looking forward to seeing your proposals. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Here, ?(?) is the input to the system. In Kalman estimation we have: ...

...requires expertise in PCB layout design, simulation of power electronics circuits, and compliance with safety standards and regulatory requirements. Job Responsibilities: PCB Layout Design: Create and optimize PCB layouts using industry-standard design software (e.g., Altium Designer, Cadence Allegro) for power conversion systems. Simulation: Conduct simulations using tools like LTspice, PSpice or MATLAB/Simulink to verify the performance of power electronics circuits, including converters and inverters, and optimize designs for efficiency and reliability. High Voltage and High Current Considerations: Ensuring the PCB layout design meets safety standards and regulatory requirements for high voltage and high current applications. Component Selection: Selecting appropriate componen...

As a beginner in MATLAB and Excel, I'm currently seeking an experienced programmer to guide me through the process of calculating RPM. The core objectives of this project are: -to clearly presented on the g-forces the riders will be exposed to for each of the 3 speeds, whether the forces are enough to pin the riders to the walls, and the rpm of the most suitable ride speed For me, I am aiming - To understand the fundamental techniques of handling three sets of data through Excel. - To learn how to effectively import this data to MATLAB. - Finally, to produce a scatter plot representation of the imported data in MATLAB. This project primarily involves data from an experiment, so I'm aiming at gaining knowledge of not just importing data but also how t...

I'm in need of a proficient MATLAB programmer who can efficiently solve system of two coupled first-order linear differential equations(ODEs) for me. Your responsibilities will include: - Applying your expertise in MATLAB to solve system of two coupled of first-order linear ODEs. - Documenting the entire process in a comprehensive report. This should include a full narrative of explanations and justifications, not merely an overview of the procedures and results. - Adhering strictly to MATLAB coding standards throughout the project. (Questions and Report template is attached below.) The perfect candidate for this assignment will have an extensive background in both mathematics and MATLAB programming, with a deep understanding of ODEs. Proven experience...

I am looking for a skilled Python developer with experience in deep learning and graph neural networks to assist in building a link prediction model. Key Project Details: - Outcome: The main goal of this project is to achieve accurate link prediction. Your model should be able to accurately predict the likelihood of a connection between two nodes in a graph. - Data: The project will utilize open source data. Familiarity with handling and preprocessing graph data will be an advantage. - Dataset Size: The dataset is relatively small, with less than 1,000 nodes. Ideal Skills: - Proficient in Python: Strong programming skills in Python, with a focus on deep learning libraries like TensorFlow or PyTorch. - Deep Learning & Graph Neural Networks: Experience in building and training d...

I'm in need of an expert proficient in creating chemical thermodynamics, mathematical model and a corresponding Matlab simulation for ternary systems, focusing on vapor-liquid equilibrium . Key Tasks: - Developing a mathematical model for calculating vapor-liquid equilibrium for a ternary system. - Applying the Patel Teja equation of state to this model. - Creating a corresponding Matlab simulation code for the model. Ideal Candidate: - Proficient chemical engineering and thermodynamics. - Prior experience with creating mathematical models for vapor-liquid equilibrium. - Equipped with advanced skills in Matlab programming. - Able to provide step-by-step explanations for the developed model and code. Please be prepared to share relevant samples of your prior wo...

I'm looking for a skilled MATLAB expert, particularly knowledgeable about wireless communication. The project revolves around a bit complex MIMO implementation on matlab and analysing different characteristics. - MIMO (Multiple Input Multiple Output) and - Spatial Modulation. The objective of the project aims at: - Improving data rate and capacity, and - Optimizing power efficiency and spectrum utilization. An experienced freelancer familiar with wireless communication, MIMO and spatial modulation could bring great value to this task. Demonstrated expertise in MATLAB programming and image processing is ideal for this project. It's vital that the freelancer can focus on enhancing system performance in terms of data rate, capacity, power efficiency and s...

I'm in need of an experienced telemarketer for a campaign focused on consumers. The purpose of the campaign is to facilitate setting up sales appointments. The Ideal Candidate Will: - Have proven experience in telemarketing, specifically aimed at consumers. - Possess...experienced telemarketer for a campaign focused on consumers. The purpose of the campaign is to facilitate setting up sales appointments. The Ideal Candidate Will: - Have proven experience in telemarketing, specifically aimed at consumers. - Possess expertise in lead generation and converting calls into sales appointments. - Be adept at introducing new products in an engaging way that optimizes likelihood of setting appointments. Please submit your proposal with references to similar projects you've co...

This project involves taking a Matlab code that is 85-90% complete and finishing it to certain specifications. The resultant statistical outcome should reflect the results in other established software. The code involves matrix algebra, SVD, eigenvalues, eigenvectors, and other statistics concepts. The fix will probably be no more than 50-100 lines of new code and most likely will represent edits to the existing two medium length scripts.

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