Toshiba Tec Stock Forecast - Naive Prediction

TECA Stock  EUR 22.40  0.20  0.88%   
The Naive Prediction forecasted value of Toshiba Tec on the next trading day is expected to be 22.06 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 21.50. Toshiba Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Toshiba Tec's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Toshiba Tec is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Toshiba Tec 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.

Toshiba Tec Naive Prediction Price Forecast For the 2nd of December

Given 90 days horizon, the Naive Prediction forecasted value of Toshiba Tec on the next trading day is expected to be 22.06 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.21, and the sum of the absolute errors of 21.50.
Please note that although there have been many attempts to predict Toshiba 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 Toshiba Tec's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Toshiba Tec Stock Forecast Pattern

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Toshiba Tec Forecasted Value

In the context of forecasting Toshiba Tec'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. Toshiba Tec's downside and upside margins for the forecasting period are 20.53 and 23.58, respectively. We have considered Toshiba Tec'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
22.40
22.06
Expected Value
23.58
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 Toshiba Tec stock data series using in forecasting. Note that when a statistical model is used to represent Toshiba Tec 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 Criteria116.5342
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3524
MAPEMean absolute percentage error0.0165
SAESum of the absolute errors21.4975
This model is not at all useful as a medium-long range forecasting tool of Toshiba Tec. 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 Toshiba Tec. 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 Toshiba Tec

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Toshiba Tec. 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
20.8822.4023.92
Details
Intrinsic
Valuation
LowRealHigh
20.3621.8823.40
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.2122.1823.15
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Toshiba Tec. Your research has to be compared to or analyzed against Toshiba Tec's peers to derive any actionable benefits. When done correctly, Toshiba Tec's 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 Toshiba Tec.

Other Forecasting Options for Toshiba Tec

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

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

Toshiba Tec 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 Toshiba Tec'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 Toshiba Tec's current price.

Toshiba Tec Market Strength Events

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

Toshiba Tec Risk Indicators

The analysis of Toshiba Tec'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 Toshiba Tec's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting toshiba 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Toshiba Stock

Toshiba Tec financial ratios help investors to determine whether Toshiba Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Toshiba with respect to the benefits of owning Toshiba Tec security.