JINS HOLDINGS Stock Forecast - Polynomial Regression

5F3 Stock  EUR 38.60  1.00  2.66%   
The Polynomial Regression forecasted value of JINS HOLDINGS INC on the next trading day is expected to be 37.83 with a mean absolute deviation of 0.92 and the sum of the absolute errors of 56.31. JINS Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of JINS HOLDINGS's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
JINS HOLDINGS polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for JINS HOLDINGS INC as well as the accuracy indicators are determined from the period prices.

JINS HOLDINGS Polynomial Regression Price Forecast For the 19th of December

Given 90 days horizon, the Polynomial Regression forecasted value of JINS HOLDINGS INC on the next trading day is expected to be 37.83 with a mean absolute deviation of 0.92, mean absolute percentage error of 1.72, and the sum of the absolute errors of 56.31.
Please note that although there have been many attempts to predict JINS Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that JINS HOLDINGS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

JINS HOLDINGS Stock Forecast Pattern

Backtest JINS HOLDINGSJINS HOLDINGS Price PredictionBuy or Sell Advice 

JINS HOLDINGS Forecasted Value

In the context of forecasting JINS HOLDINGS's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. JINS HOLDINGS's downside and upside margins for the forecasting period are 34.42 and 41.23, respectively. We have considered JINS HOLDINGS's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
38.60
37.83
Expected Value
41.23
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of JINS HOLDINGS stock data series using in forecasting. Note that when a statistical model is used to represent JINS HOLDINGS stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria118.6501
BiasArithmetic mean of the errors None
MADMean absolute deviation0.9232
MAPEMean absolute percentage error0.0265
SAESum of the absolute errors56.3142
A single variable polynomial regression model attempts to put a curve through the JINS HOLDINGS historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for JINS HOLDINGS

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as JINS HOLDINGS INC. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
34.2137.6040.99
Details
Intrinsic
Valuation
LowRealHigh
27.1030.4941.36
Details

Other Forecasting Options for JINS HOLDINGS

For every potential investor in JINS, whether a beginner or expert, JINS HOLDINGS's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. JINS Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in JINS. Basic forecasting techniques help filter out the noise by identifying JINS HOLDINGS's price trends.

JINS HOLDINGS Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with JINS HOLDINGS stock to make a market-neutral strategy. Peer analysis of JINS HOLDINGS could also be used in its relative valuation, which is a method of valuing JINS HOLDINGS by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

JINS HOLDINGS INC Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of JINS HOLDINGS's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of JINS HOLDINGS's current price.

JINS HOLDINGS Market Strength Events

Market strength indicators help investors to evaluate how JINS HOLDINGS stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading JINS HOLDINGS shares will generate the highest return on investment. By undertsting and applying JINS HOLDINGS stock market strength indicators, traders can identify JINS HOLDINGS INC entry and exit signals to maximize returns.

JINS HOLDINGS Risk Indicators

The analysis of JINS HOLDINGS's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in JINS HOLDINGS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting jins stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Currently Active Assets on Macroaxis

Other Information on Investing in JINS Stock

JINS HOLDINGS financial ratios help investors to determine whether JINS Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in JINS with respect to the benefits of owning JINS HOLDINGS security.