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Generic Time Series Modeling with trading data in Python (STATISTICAL MODELING)

$10-30 CAD

Ditutup
Disiarkan hampir 5 tahun yang lalu

$10-30 CAD

Dibayar semasa penghantaran
to make a time series model to plot an X Y scatter plot based on price data for several assets all at once (several currency pairs would be clustered together and have their own scatter plot, same for commodities, same for cryptocurrency, etc) with "momentum" as the x axis and "mean reverting" as the Y axis. The model would use both the variance ratio test and Ornstein–Uhlenbeck (OU) Process to determine whether if the asset should be classified as a momentum asset or mean reverting asset. I would want the ability to run the model for various the trading periods (i.e. monthly, weekly, daily, 4hr, 1 hr, 30 min, 15 min, 5 min, 1 min). The variance ratio test would plot on the scatter plot based on the following: Decreasing variance/ (variance ratio between 0 and .8), a random walk (.8 to 1.2) or increasing variance/momentum (ratio of 1.2 to 2). The OU process would calculate the mean reversion rate. I would want to visualize whether the mean reversion rate was high or low on the plot and be able to compare that to the results of the variance ratio test. So essentially, I am looking for a scatter plot that plots results for two test (variance ratio test and OU process) using a cluster of trading data (i.e. currency pair data, etc) for different time frames. I am looking for a way to constantly scan the markets (multiple assets) and determine the results of the tests on this scatter plot at any given time.
ID Projek: 20223704

Tentang projek

4 cadangan
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Aktif 5 tahun yang lalu

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4 pekerja bebas membida secara purata $43 CAD untuk pekerjaan ini
Avatar Pengguna
I have extensive experience in the domains of Natural Language Processing, Image Recognition & Artificial Intelligence'Trim,Recommender Systems,Machine learning,Data Minning, Deep Learning, Computer Vision, AI text analysis model,and Reinforcement Learning. While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch,STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is privileged; we'll make sure that the project is done in a perfect way and do our best until you were satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top-notch materials that will fit your needs. I'm proud of my work on being professional, of the highest quality and always delivered on time. you can hire me directly through this link https://www.freelancer.com/u/olaideejiwole
$30 CAD dalam 1 hari
4.8 (36 ulasan)
5.8
5.8
Avatar Pengguna
I am an good problem solver ,data scientist and an engineer . Artificial intelligence , machine learning , probabilistic graphical models , time series forecasting , Data structures and algorithms are my major fields. this project will well fit for me.
$20 CAD dalam 2 hari
5.0 (3 ulasan)
2.4
2.4
Avatar Pengguna
Hey, I understand your project very well and I'm interested to do it. If you want then please ping me
$20 CAD dalam 2 hari
0.0 (0 ulasan)
0.0
0.0

Tentang klien

Bendera CANADA
ontario, Canada
5.0
36
Ahli sejak Ogo 25, 2018

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