Construct a regression equation St+1 = Si*Wi @t + N, using "forecasting for chaos" for a time-series as in the PDF i.e. simplex with E+1 neighbors formula
Relevant Skills and Experience
4+ years with CART set of algorithms in R, MATLAB/Octave and Python, strongly work with Open Source libraries. Recent Work: Devised a N-dimensional record processing algorithm in R, reducing time from over 4 days in O(n^3) to linear time-dependent under 15 mins for 1000 sample points. I have employed noise modelling in 2D signals, and noise removal, both linear and non-linear like gaussian, harmonic and co-harmonic etc.
Proposed Milestones
$60 USD - 1: Implementation of formula as code
$60 USD - 2: Derivation of final parameter values, and expression
Additional Services Offered
$30 USD - Assistance in understanding the same
Queries:
If I may ask to kindly attach the time series data, CSV preferred. appreciated?
Any deadlines/budget constraints/urgentcy?
Deliverables
R code to compute the expression based on new data, i/p data, o/p expression to be used with Excel
If data is in Excel, can i/p it directly to code
About me:
Research assistant in machine learning and statistics applications to data analysis for 4+ years, mainly CART set, and denoising, hyperparameter estimation
Kindly message me whenever you're free, and if not online, leave your queries and attachments, shall revert back ASAP.
Thank you! Have a great weekend!