Delta Electronics Stock Forecast - Naive Prediction

DELTA-R Stock  THB 145.50  46.30  46.67%   
The Naive Prediction forecasted value of Delta Electronics Public on the next trading day is expected to be 145.88 with a mean absolute deviation of 2.78 and the sum of the absolute errors of 169.79. Delta Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Delta Electronics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Delta Electronics Public value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Delta Electronics Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Delta Electronics Public on the next trading day is expected to be 145.88 with a mean absolute deviation of 2.78, mean absolute percentage error of 22.27, and the sum of the absolute errors of 169.79.
Please note that although there have been many attempts to predict Delta 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 Delta Electronics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Delta Electronics Stock Forecast Pattern

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Delta Electronics Forecasted Value

In the context of forecasting Delta Electronics' 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. Delta Electronics' downside and upside margins for the forecasting period are 140.00 and 151.76, respectively. We have considered Delta Electronics' 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
145.50
140.00
Downside
145.88
Expected Value
151.76
Upside

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 Delta Electronics stock data series using in forecasting. Note that when a statistical model is used to represent Delta Electronics 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 Criteria121.2137
BiasArithmetic mean of the errors None
MADMean absolute deviation2.7835
MAPEMean absolute percentage error0.0265
SAESum of the absolute errors169.794
This model is not at all useful as a medium-long range forecasting tool of Delta Electronics Public. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Delta Electronics. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Delta Electronics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Delta Electronics 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.
Hype
Prediction
LowEstimatedHigh
139.62145.50151.38
Details
Intrinsic
Valuation
LowRealHigh
130.95158.03163.91
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Delta Electronics. Your research has to be compared to or analyzed against Delta Electronics' peers to derive any actionable benefits. When done correctly, Delta Electronics' 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 Delta Electronics Public.

Other Forecasting Options for Delta Electronics

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

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

Delta Electronics 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 Delta Electronics' 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 Delta Electronics' current price.

Delta Electronics Market Strength Events

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

Delta Electronics Risk Indicators

The analysis of Delta Electronics' 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 Delta Electronics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting delta 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.

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Additional Tools for Delta Stock Analysis

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