Topkey Corp Stock Forecast - Simple Regression

4536 Stock  TWD 196.50  1.00  0.51%   
The Simple Regression forecasted value of Topkey Corp on the next trading day is expected to be 195.42 with a mean absolute deviation of 6.73 and the sum of the absolute errors of 417.22. Topkey 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 Topkey Corp 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.

Topkey Corp Simple Regression Price Forecast For the 19th of December

Given 90 days horizon, the Simple Regression forecasted value of Topkey Corp on the next trading day is expected to be 195.42 with a mean absolute deviation of 6.73, mean absolute percentage error of 78.97, and the sum of the absolute errors of 417.22.
Please note that although there have been many attempts to predict Topkey 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 Topkey Corp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Topkey Corp Stock Forecast Pattern

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Topkey Corp Forecasted Value

In the context of forecasting Topkey Corp'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. Topkey Corp's downside and upside margins for the forecasting period are 193.61 and 197.24, respectively. We have considered Topkey Corp'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
196.50
193.61
Downside
195.42
Expected Value
197.24
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 Topkey Corp stock data series using in forecasting. Note that when a statistical model is used to represent Topkey Corp 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 Criteria124.3174
BiasArithmetic mean of the errors None
MADMean absolute deviation6.7293
MAPEMean absolute percentage error0.0315
SAESum of the absolute errors417.2163
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 Topkey Corp 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 Topkey Corp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Topkey Corp. 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
194.68196.50198.32
Details
Intrinsic
Valuation
LowRealHigh
147.52149.34216.15
Details

Other Forecasting Options for Topkey Corp

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

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

Topkey Corp 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 Topkey Corp'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 Topkey Corp's current price.

Topkey Corp Market Strength Events

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

Topkey Corp Risk Indicators

The analysis of Topkey Corp'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 Topkey Corp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting topkey 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.

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.

Additional Tools for Topkey Stock Analysis

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