Trinity Precision Stock Forecast - Simple Regression

4534 Stock  TWD 19.00  0.65  3.31%   
The Simple Regression forecasted value of Trinity Precision Technology on the next trading day is expected to be 18.92 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 37.68. Trinity Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Trinity Precision price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Trinity Precision Simple Regression Price Forecast For the 30th of November

Given 90 days horizon, the Simple Regression forecasted value of Trinity Precision Technology on the next trading day is expected to be 18.92 with a mean absolute deviation of 0.61, mean absolute percentage error of 0.85, and the sum of the absolute errors of 37.68.
Please note that although there have been many attempts to predict Trinity 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 Trinity Precision's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Trinity Precision Stock Forecast Pattern

Backtest Trinity PrecisionTrinity Precision Price PredictionBuy or Sell Advice 

Trinity Precision Forecasted Value

In the context of forecasting Trinity Precision'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. Trinity Precision's downside and upside margins for the forecasting period are 15.79 and 22.05, respectively. We have considered Trinity Precision'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
19.00
18.92
Expected Value
22.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Trinity Precision stock data series using in forecasting. Note that when a statistical model is used to represent Trinity Precision 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 Criteria119.7847
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6077
MAPEMean absolute percentage error0.0255
SAESum of the absolute errors37.6779
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Trinity Precision Technology historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Trinity Precision

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Trinity Precision. 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
15.7719.0022.23
Details
Intrinsic
Valuation
LowRealHigh
15.1518.3821.61
Details

Other Forecasting Options for Trinity Precision

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

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

Trinity Precision 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 Trinity Precision'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 Trinity Precision's current price.

Trinity Precision Market Strength Events

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

Trinity Precision Risk Indicators

The analysis of Trinity Precision'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 Trinity Precision's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting trinity 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.

Pair Trading with Trinity Precision

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Trinity Precision position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Trinity Precision will appreciate offsetting losses from the drop in the long position's value.

Moving together with Trinity Stock

  0.622474 Catcher TechnologyPairCorr
  0.862211 Evergreen Steel CorpPairCorr
  0.753376 Shin Zu ShingPairCorr
  0.691532 China Metal ProductsPairCorr

Moving against Trinity Stock

  0.836510 Chunghwa Precision TestPairCorr
  0.821569 Bin Chuan EnterprisePairCorr
  0.792357 Asustek ComputerPairCorr
  0.792603 Evergreen Marine CorpPairCorr
  0.660057 Fubon MSCI TaiwanPairCorr
The ability to find closely correlated positions to Trinity Precision could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Trinity Precision when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Trinity Precision - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Trinity Precision Technology to buy it.
The correlation of Trinity Precision is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Trinity Precision moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Trinity Precision moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Trinity Precision can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Trinity Stock Analysis

When running Trinity Precision's price analysis, check to measure Trinity Precision'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 Trinity Precision is operating at the current time. Most of Trinity Precision's value examination focuses on studying past and present price action to predict the probability of Trinity Precision's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Trinity Precision's price. Additionally, you may evaluate how the addition of Trinity Precision to your portfolios can decrease your overall portfolio volatility.