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In r programming fit multiple linear regression model

$2-8 USD / hour

Closed
Posted over 1 year ago

$2-8 USD / hour

IN R programming (a) Pre-processing: Check the data to see if there is any missing value. The simplest approach to deal with the missing values is to remove the rows with any missing values. Use are free to pick other methods from literature to deal with missing data. Remember that the final data provided to the regression models should not have any missing value. Also, make sure that the variables have the correct type. For example, “station” number doesn’t really have a numerical meaning! Or the date should not be included as a predictor. (b) Split the data into three parts. Based on the “date”, consider the first 60% for training (Train), the next 20% for validation (Valid), and the last 20% for testing (Test). We will not touch the test set until the very end step. (c) Initial Model: Fit a multiple linear regression model on the training data. Use this model to make prediction on the validation set. Then, calculate RMSE on the validation set using the following formula in below pic Explore and discuss this model, its quality, significance of variables, residuals,
Project ID: 35418676

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15 proposals
Remote project
Active 1 yr ago

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15 freelancers are bidding on average $17 USD/hour for this job
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DATA ANALYST Hello there, I am best in statistics, R programming analysis of data, SPSS,SAS Statistical/Data Analysis, Multivariate Statistical Analysis, Regression Analysis, STATA, MINITAB, R language, Factor Analysis & Sensitivity Analysis, Bayesian Analysis, Monte Carlo Analysis, Experimental Designs, Time Series Analysis, Forecasting, Statistical Quality Control, Spatial Data Analysis, Structural Equation Modeling. And related fields, I can help you to handle this project professionally with quality results looking forward to work with you. Regards Wyclife
$5 USD in 40 days
4.9 (156 reviews)
6.8
6.8
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Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 850 + Projects. I have 6 + years of the experience in same kind of projects. I am available almost 24-7 and am very responsive. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 Kindly contact me via chat for further details and discussion.. Thank you Sandeep
$100 USD in 3 days
4.9 (67 reviews)
6.5
6.5
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Hi, I have a lot of experience with the R language. I also have a master's degree in data science. My reviews prove to you that I worked well on R projects. Your project is a challenge for me. Let's discuss it.
$6 USD in 40 days
5.0 (57 reviews)
5.3
5.3
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Hey! I have gone through your description. I have done MS in statistics. I have experties on statistical analysis. I have strong command on R programming language. I can provide you the best quality work with full accuracy and on time delivery. Looking forward to see your interest. Thank you.
$8 USD in 6 days
5.0 (43 reviews)
4.9
4.9
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Hello sir, I have master degree in statistics and applied economics with five years of experience in this areas. I have done similar projects to the regression analysis over R, contact me and you will have a high quality output.
$5 USD in 40 days
5.0 (37 reviews)
5.0
5.0
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I am writing to propose a project for the pre-processing, splitting, and initial modeling of R programming data. The project covers the following objectives: 1. Pre-processing: Check the data to see if there is any missing value. The simplest approach to deal with the missing values is to remove the rows with any missing values. I am also familiar with other methods from literature to deal with missing data, and I can apply them as needed. 2. Split the data into three parts. Based on the “date”, consider the first 60% for training (Train), the next 20% for validation (Valid), and the last 20% for testing (Test). 3. Initial Model: Fit a multiple linear regression model on the training data. Use this model to make prediction on the validation set. Then, calculate RMSE on the validation set using the given formula. My proposal includes the following deliverables: 1. A complete data set with no missing values. 2. Three separated data sets for training, validation, and testing. 3. A multiple linear regression model with predictions on the validation set. 4. RMSE calculations and an exploration and discussion of the model, its quality, significance of variables, residuals, and other information. I am confident that I can complete this project in a timely and efficient manner. I am available to discuss further details and pricing. Please do not hesitate to contact me if you have any questions. I look forward to hearing from you soon.
$5 USD in 40 days
4.9 (5 reviews)
4.6
4.6
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Hi there, I can do your project. I know R studio well, I use R markdown or R files. I can code about data.
$5 USD in 40 days
5.0 (18 reviews)
3.6
3.6
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Hello, I am professional freelancer with a Master's degree in Data analytics making me a suitable person for your project. I have more than 8 years of professional experience in Data analysis. Besides, I have skills in Mathematics, Statistical Analysis, SPSS Statistics, R Programming Language and Statistics. For your reference, you can check reviews\ portifolio for all the projects I handled so far. Hope to connect with you on personal chat. Regards, Eyan
$20 USD in 17 days
5.0 (4 reviews)
2.8
2.8
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In r programming fit multiple linear regression model Dear client, I have gone through your project and understand that I am a determined person concerned with providing quality work for a cheaper cost to my client; I will provide exceptional work with 100% perfection and a turn tin report for originality of the task. I have enough experience for this task as per the guidelines given. Therefore, I deem it fit to deliver it as expected. It will be delivered in shortest time than your expectation. Ping me on a chat so that we can discuss more. Thank you.
$2 USD in 1 day
3.3 (6 reviews)
2.8
2.8
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Hi, I have understood that you need Machine Learning Expert using R for Linear Regression model. I offer my services for this project. I have made many Machine Learning based projects using R and Python as follows; • Handwritten Digit Recognition using Fourier response & SVM polynomial. • IOT Attacks Prediction using SVM, Decision Tree & Random Forest. • Prediction extent of disease of ECG data using Random Forest & SVM. • Time Series Price Forecasting using Random Forest. • Classification of dementia disease using XGboost & Logistics Regression. • Classification of Iris and Breast cancer using SVM, Decision Tree, neural network & Naive Bayes. • Classification of Muffin and Cupcake ingredient data using SVM. • Classification of Nursery data using SVM & Logistic regression. • Classification of Milk, Sugar, Butter, Egg, Baking Powder, Vanilla, Salt using KNN. • Prediction of Solar Radiance using SVM & Bayesian Ridge. • Regression of Boston and Diabetes using Decision Tree, KNN & neural network. • Regression on Wine Dataset using LASSO, Ridge, Random forest, Decision Tree & KNN. • Clustering fingerprint images using K-Means. • Data analysis of Employment data of Wales using PCA, Correlation, K-means & Hierarchical Clustering. • Data analysis of Sensor data using multi-variate Linear Regression, Correlation, Normalization & Regularization. • Classification & Hypothesis Testing Hotel Booking Cancellation Prediction. I ensure to complete your project efficiently and on time.
$5 USD in 40 days
5.0 (3 reviews)
1.7
1.7
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Hi! I am interested in your project In r programming fit multiple linear regression model I have completed similar papers in the past and can assure you of exceptional and original work within the agreed deadline. I have skills in R Programming Language, Statistics, SPSS Statistics, Mathematics and Statistical Analysis. please contact me to discuss your project in detail. Thank you. Sep} Greetings!! I can help you with yourIn r programming fit multiple linear regression model at a high level! I have good experience in R Programming Language, Statistics, SPSS Statistics, Mathematics and Statistical Analysis. My skills and experience is a great match for your needs. Looking forward to hearing from you. Thank you.
$50 USD in 24 days
5.0 (1 review)
0.4
0.4
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Have relevant work exposure. Can deliver the optimal solution within the desired timeframe. Thank you.
$8 USD in 21 days
0.0 (0 reviews)
0.0
0.0
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I can do this matlab implementation. I have been dealing with the machine learning algorithms since alot of time. I have a very good experience in linear regression models of ML. therfore i consider myself as a perfect fit for this project. thankyou
$5 USD in 40 days
0.0 (0 reviews)
0.0
0.0

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