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Time Series Research


I am looking for an overview of stats/ML methods to approach a specific kind of time series problem.

I am looking to predict the next value in a series where (static) explanatory variables are present that explain some of the variance. Ideally, the model will be flexible enough to incorporate possible impact of the static variables on any autoregressive or moving average effects.

The dataset I am training on is small (low 1000s of rolling-window sequences).

The only way I can think of approaching this problem is using recurrent neural networks. I want alternatives that are NOT neural network based.

Desired deliverable is a short write-up in coherent English on a handful of methods that you think are appropriate. Include pros and cons, links to successful implementations on similar problems and the like. Please only bid on this if you are very well-versed in timeseries analysis.


Kĩ năng: Khoa học dữ liệu, Machine Learning (ML), Statistics

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Về Bên Thuê:
( 1 Nhận xét ) Westmount, Canada

ID dự án: #19994068

24 freelancer đang chào giá trung bình $157 cho công việc này


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$250 CAD trong 3 ngày
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$200 CAD trong 3 ngày
(15 Nhận xét)

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Time Series Research Programming. I'm really confident about your project, and very eager to join your project. If Thêm

$200 CAD trong 3 ngày
(54 Nhận xét)

Hello, dear! I am interested in your project. I have extensive experience in time series analysis, data forecasting, stock market prediction, data cleaning, NLP, data transformation, classification and clustering, fe Thêm

$250 CAD trong 3 ngày
(32 Nhận xét)

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Pl Thêm

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$250 CAD trong 7 ngày
(5 Nhận xét)

hi, statistics is one of my favorite subjects and I can help you with the project. Just send me a message.

$140 CAD trong 7 ngày
(18 Nhận xét)

I suppose ARIMA is suitable for your context. If so, I would like to assist you. I am able to do this analysis in R. Kindly advice me further instructions. Thank you very much. Will be waiting your message...

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$155 CAD trong 3 ngày
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Hi, I have worked with ARIMA, SARIMA & SARIMAX for timeseries analysis which i believe are suitable for your case. Let me know if you want to discuss further. Regards, Monir

$250 CAD trong 14 ngày
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$111 CAD trong 5 ngày
(1 Nhận xét)

hey , i am a professional Machine Learning Engineer i can do this for you , there are many statistics method for (TIME SERIES PREDICTION) about methods , we will talk in chat here is my profile -: [login to view URL] Thêm

$111 CAD trong 15 ngày
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