Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Time Series Analysis-Based Forecasting Framework for the Indian
  Healthcare Sector   Designing efficient and robust algorithms for accurate prediction of stock
market prices is one of the most exciting challenges in the field of time
series analysis and forecasting. With the exponential rate of development and
evolution of sophisticated algorithms and with the availability of fast
computing platforms, it has now become possible to effectively and efficiently
extract, store, process and analyze high volume of stock market data with
diversity in its contents. Availability of complex algorithms which can execute
very fast on parallel architecture over the cloud has made it possible to
achieve higher accuracy in forecasting results while reducing the time required
for computation. In this paper, we use the time series data of the healthcare
sector of India for the period January 2010 till December 2016. We first
demonstrate a decomposition approach of the time series and then illustrate how
the decomposition results provide us with useful insights into the behavior and
properties exhibited by the time series. Further, based on the structural
analysis of the time series, we propose six different methods of forecasting
for predicting the time series index of the healthcare sector. Extensive
results are provided on the performance of the forecasting methods to
demonstrate their effectiveness.

14
The categories of this paper are: math-ph
7
The categories of this paper are: hep-th
26
The categories of this paper are: bayes-an
23
The categories of this paper are: solv-int
28
The categories of this paper are: alg-geom
19
The categories of this paper are: eess
2
The categories of this paper are: math
37
The categories of this paper are: supr-con
18
The categories of this paper are: econ
13
The categories of this paper are: quant-ph
25
The categories of this paper are: patt-sol
29
The categories of this paper are: funct-an
4
The categories of this paper are: cond-mat
16
The categories of this paper are: stat
34
The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex