Mildef Crete Stock Forecast - Naive Prediction
| 3213 Stock | TWD 87.50 2.10 2.46% |
The Naive Prediction forecasted value of Mildef Crete on the next trading day is expected to be 83.32 with a mean absolute deviation of 2.67 and the sum of the absolute errors of 163.15. Mildef Stock Forecast is based on your current time horizon.
Mildef |
Mildef Crete Naive Prediction Price Forecast For the 26th of November
Given 90 days horizon, the Naive Prediction forecasted value of Mildef Crete on the next trading day is expected to be 83.32 with a mean absolute deviation of 2.67, mean absolute percentage error of 10.27, and the sum of the absolute errors of 163.15.Please note that although there have been many attempts to predict Mildef 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 Mildef Crete's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mildef Crete Stock Forecast Pattern
| Backtest Mildef Crete | Mildef Crete Price Prediction | Buy or Sell Advice |
Mildef Crete Forecasted Value
In the context of forecasting Mildef Crete'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. Mildef Crete's downside and upside margins for the forecasting period are 81.44 and 85.21, respectively. We have considered Mildef Crete'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Mildef Crete stock data series using in forecasting. Note that when a statistical model is used to represent Mildef Crete 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.| AIC | Akaike Information Criteria | 120.44 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 2.6746 |
| MAPE | Mean absolute percentage error | 0.0272 |
| SAE | Sum of the absolute errors | 163.1487 |
Predictive Modules for Mildef Crete
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mildef Crete. 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.Other Forecasting Options for Mildef Crete
For every potential investor in Mildef, whether a beginner or expert, Mildef Crete's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Mildef Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Mildef. Basic forecasting techniques help filter out the noise by identifying Mildef Crete's price trends.Mildef Crete 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 Mildef Crete stock to make a market-neutral strategy. Peer analysis of Mildef Crete could also be used in its relative valuation, which is a method of valuing Mildef Crete by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Mildef Crete 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 Mildef Crete'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 Mildef Crete's current price.| Cycle Indicators | ||
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| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Mildef Crete Market Strength Events
Market strength indicators help investors to evaluate how Mildef Crete stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mildef Crete shares will generate the highest return on investment. By undertsting and applying Mildef Crete stock market strength indicators, traders can identify Mildef Crete entry and exit signals to maximize returns.
Mildef Crete Risk Indicators
The analysis of Mildef Crete'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 Mildef Crete's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mildef 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.
| Mean Deviation | 1.25 | |||
| Standard Deviation | 1.84 | |||
| Variance | 3.4 |
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 Mildef Crete
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 Mildef Crete 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 Mildef Crete will appreciate offsetting losses from the drop in the long position's value.Moving against Mildef Stock
| 0.73 | 2356 | Inventec Corp | PairCorr |
| 0.73 | 2354 | Foxconn Technology | PairCorr |
| 0.7 | 2324 | Compal Electronics | PairCorr |
| 0.69 | 3231 | Wistron Corp | PairCorr |
| 0.68 | 2881A | Fubon Financial Holding | PairCorr |
The ability to find closely correlated positions to Mildef Crete could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Mildef Crete 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 Mildef Crete - 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 Mildef Crete to buy it.
The correlation of Mildef Crete 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 Mildef Crete moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Mildef Crete 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 Mildef Crete 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.Additional Tools for Mildef Stock Analysis
When running Mildef Crete's price analysis, check to measure Mildef Crete'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 Mildef Crete is operating at the current time. Most of Mildef Crete's value examination focuses on studying past and present price action to predict the probability of Mildef Crete's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Mildef Crete's price. Additionally, you may evaluate how the addition of Mildef Crete to your portfolios can decrease your overall portfolio volatility.