CKM Building Stock Forecast - 8 Period Moving Average

8930 Stock  TWD 33.60  0.45  1.32%   
The 8 Period Moving Average forecasted value of CKM Building Material on the next trading day is expected to be 33.89 with a mean absolute deviation of 0.79 and the sum of the absolute errors of 42.91. CKM Stock Forecast is based on your current time horizon.
  
An 8-period moving average forecast model for CKM Building is based on an artificially constructed time series of CKM Building daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

CKM Building 8 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 8 Period Moving Average forecasted value of CKM Building Material on the next trading day is expected to be 33.89 with a mean absolute deviation of 0.79, mean absolute percentage error of 0.81, and the sum of the absolute errors of 42.91.
Please note that although there have been many attempts to predict CKM 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 CKM Building's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CKM Building Stock Forecast Pattern

Backtest CKM BuildingCKM Building Price PredictionBuy or Sell Advice 

CKM Building Forecasted Value

In the context of forecasting CKM Building'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. CKM Building's downside and upside margins for the forecasting period are 32.65 and 35.13, respectively. We have considered CKM Building'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
33.60
33.89
Expected Value
35.13
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of CKM Building stock data series using in forecasting. Note that when a statistical model is used to represent CKM Building 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 Criteria105.0325
BiasArithmetic mean of the errors 0.0053
MADMean absolute deviation0.7947
MAPEMean absolute percentage error0.0227
SAESum of the absolute errors42.9125
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. CKM Building Material 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for CKM Building

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CKM Building Material. 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
32.3633.6034.84
Details
Intrinsic
Valuation
LowRealHigh
31.4532.6933.93
Details
Bollinger
Band Projection (param)
LowMiddleHigh
32.0633.4134.76
Details

Other Forecasting Options for CKM Building

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

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

CKM Building Material 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 CKM Building'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 CKM Building's current price.

CKM Building Market Strength Events

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

CKM Building Risk Indicators

The analysis of CKM Building'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 CKM Building's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ckm 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 CKM Building

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 CKM Building 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 CKM Building will appreciate offsetting losses from the drop in the long position's value.

Moving together with CKM Stock

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Moving against CKM Stock

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  0.396763 Green World Fintech SplitPairCorr
The ability to find closely correlated positions to CKM Building could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace CKM Building 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 CKM Building - 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 CKM Building Material to buy it.
The correlation of CKM Building 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 CKM Building moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if CKM Building Material 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 CKM Building 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 CKM Stock Analysis

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