Thai Wacoal Stock Forecast - Polynomial Regression

WACOAL Stock  THB 31.75  0.70  2.25%   
The Polynomial Regression forecasted value of Thai Wacoal Public on the next trading day is expected to be 31.69 with a mean absolute deviation of  0.65  and the sum of the absolute errors of 39.69. Thai Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Thai Wacoal stock prices and determine the direction of Thai Wacoal Public's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Thai Wacoal's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Thai Wacoal to cross-verify your projections.
  
Most investors in Thai Wacoal cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Thai Wacoal's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Thai Wacoal's price structures and extracts relationships that further increase the generated results' accuracy.
Thai Wacoal polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Thai Wacoal Public as well as the accuracy indicators are determined from the period prices.

Thai Wacoal Polynomial Regression Price Forecast For the 4th of May

Given 90 days horizon, the Polynomial Regression forecasted value of Thai Wacoal Public on the next trading day is expected to be 31.69 with a mean absolute deviation of 0.65, mean absolute percentage error of 0.82, and the sum of the absolute errors of 39.69.
Please note that although there have been many attempts to predict Thai 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 Thai Wacoal's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Thai Wacoal Stock Forecast Pattern

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Thai Wacoal Forecasted Value

In the context of forecasting Thai Wacoal'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. Thai Wacoal's downside and upside margins for the forecasting period are 29.49 and 33.88, respectively. We have considered Thai Wacoal'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
31.75
31.69
Expected Value
33.88
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 Thai Wacoal stock data series using in forecasting. Note that when a statistical model is used to represent Thai Wacoal 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 Criteria117.9088
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6507
MAPEMean absolute percentage error0.0208
SAESum of the absolute errors39.6943
A single variable polynomial regression model attempts to put a curve through the Thai Wacoal 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 Thai Wacoal

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Thai Wacoal Public. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Thai Wacoal's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
29.5631.7533.94
Details
Intrinsic
Valuation
LowRealHigh
29.3931.5833.77
Details
Bollinger
Band Projection (param)
LowMiddleHigh
30.5231.6232.34
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Thai Wacoal. Your research has to be compared to or analyzed against Thai Wacoal's peers to derive any actionable benefits. When done correctly, Thai Wacoal's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Thai Wacoal Public.

Other Forecasting Options for Thai Wacoal

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

Thai Wacoal 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 Thai Wacoal stock to make a market-neutral strategy. Peer analysis of Thai Wacoal could also be used in its relative valuation, which is a method of valuing Thai Wacoal by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Thai Wacoal Public 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 Thai Wacoal'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 Thai Wacoal's current price.

Thai Wacoal Market Strength Events

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

Thai Wacoal Risk Indicators

The analysis of Thai Wacoal'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 Thai Wacoal's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting thai 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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Thai Wacoal in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Thai Wacoal's short interest history, or implied volatility extrapolated from Thai Wacoal options trading.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
Check out Historical Fundamental Analysis of Thai Wacoal to cross-verify your projections.
Note that the Thai Wacoal Public information on this page should be used as a complementary analysis to other Thai Wacoal's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Performance Analysis module to check effects of mean-variance optimization against your current asset allocation.

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When running Thai Wacoal's price analysis, check to measure Thai Wacoal's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Thai Wacoal is operating at the current time. Most of Thai Wacoal's value examination focuses on studying past and present price action to predict the probability of Thai Wacoal's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Thai Wacoal's price. Additionally, you may evaluate how the addition of Thai Wacoal to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Thai Wacoal's value and its price as these two are different measures arrived at by different means. Investors typically determine if Thai Wacoal is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Thai Wacoal's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.