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Time Series Research

Hi,

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.

Thanks.

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

shivampanchal

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skfaroo123

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dinhfreedom

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)
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williams115

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)
5.6
schoudhary1553

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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(25 Nhận xét)
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doctorkendrick20

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

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(18 Nhận xét)
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tbrifki64

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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Arahan00

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

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Galata16

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jhonycy

Hi, This is Jhony a Data Scientist based in Madrid. I have worked on many sifferent projects based on timeseries where LSTM RNN has been applied for example attribution model. Time is the third dimension in a 3d shap Thêm

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chiragpandav010

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