TOLEDO Forecast - Simple Moving Average

889184AC1   77.10  19.75  20.39%   
The Simple Moving Average forecasted value of TOLEDO HOSP 5325 on the next trading day is expected to be 77.10 with a mean absolute deviation of 2.07 and the sum of the absolute errors of 124.08. TOLEDO Bond Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast TOLEDO stock prices and determine the direction of TOLEDO HOSP 5325's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of TOLEDO's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for TOLEDO is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

TOLEDO Simple Moving Average Price Forecast For the 24th of December

Given 90 days horizon, the Simple Moving Average forecasted value of TOLEDO HOSP 5325 on the next trading day is expected to be 77.10 with a mean absolute deviation of 2.07, mean absolute percentage error of 21.20, and the sum of the absolute errors of 124.08.
Please note that although there have been many attempts to predict TOLEDO Bond 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 TOLEDO's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TOLEDO Bond Forecast Pattern

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TOLEDO Forecasted Value

In the context of forecasting TOLEDO's Bond 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. TOLEDO's downside and upside margins for the forecasting period are 71.10 and 83.10, respectively. We have considered TOLEDO'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
77.10
77.10
Expected Value
83.10
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of TOLEDO bond data series using in forecasting. Note that when a statistical model is used to represent TOLEDO bond, 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 Criteria119.3266
BiasArithmetic mean of the errors 0.5279
MADMean absolute deviation2.0679
MAPEMean absolute percentage error0.0234
SAESum of the absolute errors124.075
The simple moving average model is conceptually a linear regression of the current value of TOLEDO HOSP 5325 price series against current and previous (unobserved) value of TOLEDO. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for TOLEDO

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TOLEDO HOSP 5325. Regardless of method or technology, however, to accurately forecast the bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the bond 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
71.1077.1083.10
Details
Intrinsic
Valuation
LowRealHigh
63.6569.6584.81
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as TOLEDO. Your research has to be compared to or analyzed against TOLEDO's peers to derive any actionable benefits. When done correctly, TOLEDO'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 TOLEDO HOSP 5325.

Other Forecasting Options for TOLEDO

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

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

TOLEDO HOSP 5325 Technical and Predictive Analytics

The bond market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of TOLEDO'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 TOLEDO's current price.

TOLEDO Market Strength Events

Market strength indicators help investors to evaluate how TOLEDO bond reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading TOLEDO shares will generate the highest return on investment. By undertsting and applying TOLEDO bond market strength indicators, traders can identify TOLEDO HOSP 5325 entry and exit signals to maximize returns.

TOLEDO Risk Indicators

The analysis of TOLEDO'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 TOLEDO's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting toledo bond 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. One of the essential factors to consider when estimating the risk of default for a bond instrument is its duration, which is the bond's price sensitivity to changes in interest rates. The duration of TOLEDO HOSP 5325 bond is primarily affected by its yield, coupon rate, and time to maturity. The duration of a bond will be higher the lower its coupon, lower its yield, and longer the time left to maturity.
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.

Other Information on Investing in TOLEDO Bond

TOLEDO financial ratios help investors to determine whether TOLEDO Bond 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 TOLEDO with respect to the benefits of owning TOLEDO security.