Completed

Regression Modeling and Prediction Data

I have a Matlab code that calculates average yearly sunspot numbers in America from 1947-2016. I need someone to add an extension to my code to create an accurate regression model of these data points i.e. (least squares, nonlinear regression, autoregressive, etc) that can also be used for forecasting future sunspot numbers. The one you chose should be based on goodness of fit and minimizing error. The error in the fit should be calculated and printed. Outlier points in the data set can be ignored to make the fit better. But these points should be indicated on the graph produced still and should be kept to only a few. The second part of this is based on forecasting what the next 100 years of avg yearly sunspot numbers would look like. This should be on a second graph and look similar to the attached image in this file. Please make sure to heavily comment your work so a beginner programmer can understand your techniques used and not to use any regression models that are too complex for a beginner.

Skills: Algorithm, Data Analysis, Matlab and Mathematica, Statistical Analysis, Statistics

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About the Employer:
( 0 reviews ) Garden City, United States

Project ID: #19482191

Awarded to:

elsheiryu87

Hi, i recognize the file in your attachment. I think those are the files that i have work on before. The [login to view URL] contain the correct data that match with the yearly and monthly average in the website. I also w More

$100 USD in 1 day
(5 Reviews)
3.2

16 freelancers are bidding on average $173 for this job

suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp More

$350 USD in 7 days
(117 Reviews)
6.9
shivampanchal

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ More

$264 USD in 3 days
(61 Reviews)
6.6
uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine More

$222 USD in 7 days
(59 Reviews)
6.1
VolKa

Hi. I think that will be able to do this. Please provide more information and I will tell if sure. Regards.

$200 USD in 4 days
(152 Reviews)
6.4
TellezMiotta

Hi! My name is Fernando Téllez. I am a senior year student of electrical engineering at Universidad Simón Bolívar (USB), one of the most prestigious universities in my country (Ranked 34° at the QS University Rankings: More

$200 USD in 10 days
(45 Reviews)
5.7
mahmoudmnasr95

I have worked with regression models in MATLAB multiple times in the past. I have checked your project description and I believe I can get the job done for you!

$117 USD in 2 days
(43 Reviews)
5.2
Statxn

HELLO! As an: - Bachelor of Applied Mathematics - Engineer in Statistics and Applied Economics - Microsoft Office Technician (Microsoft Graduate: MOS Diploma), - I have skills in programming language R, Python, Minita More

$90 USD in 7 days
(41 Reviews)
5.1
blackbox311

Hi. I am a mathematician and a statistician. I have many experiences in ML such as regression... I am sure I can help you. We can discuss details via chat. I wait for you now. Thanks.

$140 USD in 7 days
(33 Reviews)
5.0
suraj12291

Hello, dear friend I am expert in matlab. I have a lot of experiences in many projects. Please discuss for your task. Best regards.

$140 USD in 7 days
(34 Reviews)
5.0
MeihaoShiguang

Hello! Do you machine learning? There are powerful machine learning models for prediction of time series: ARIMA model and some deep learning models (MLP & RNN). Thanks.

$250 USD in 3 days
(12 Reviews)
4.8
muller1998926

Hello, dear! I am interested in your project. I have extensive experience in time series analysis, data forecasting, stock market prediction, data cleaning, data transformation, classification and regression, feature s More

$200 USD in 7 days
(3 Reviews)
4.1
mohel10

Hello there, I have read your project description and I can build the accurate regression model of these data points and choose the best model based on goodness of fit and minimizing error then forecast the variable More

$100 USD in 3 days
(15 Reviews)
3.8
mvenkat27

Thanks for sharing your project. As I'm a Senior Embedded System engineer, I have rich experiences in many embedded systems development and home automation programming over 10+ years. Especially, I had developed the se More

$250 USD in 7 days
(1 Review)
0.6
anillina408

I can give you the best model as per your requirements.... Please give me an opportunity to work on...

$50 USD in 7 days
(0 Reviews)
0.0
scyogi

I am PhD scholar working in area of prediction of time series data. I use Neural Network, Fuzzy based prediction. Regression analysis , I can do easily. I can do this work with reasonable accuracy.

$94 USD in 4 days
(0 Reviews)
0.0