Kaufman Et Stock Forecast - Triple Exponential Smoothing

KOF Stock  EUR 32.80  0.35  1.08%   
The Triple Exponential Smoothing forecasted value of Kaufman Et Broad on the next trading day is expected to be 32.73 with a mean absolute deviation of 0.41 and the sum of the absolute errors of 24.44. Kaufman Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Kaufman Et stock prices and determine the direction of Kaufman Et Broad's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Kaufman Et's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Kaufman Et - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Kaufman Et prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Kaufman Et price movement. However, neither of these exponential smoothing models address any seasonality of Kaufman Et Broad.

Kaufman Et Triple Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Kaufman Et Broad on the next trading day is expected to be 32.73 with a mean absolute deviation of 0.41, mean absolute percentage error of 0.32, and the sum of the absolute errors of 24.44.
Please note that although there have been many attempts to predict Kaufman 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 Kaufman Et's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kaufman Et Stock Forecast Pattern

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Kaufman Et Forecasted Value

In the context of forecasting Kaufman Et'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. Kaufman Et's downside and upside margins for the forecasting period are 30.88 and 34.58, respectively. We have considered Kaufman Et'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
32.80
32.73
Expected Value
34.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Kaufman Et stock data series using in forecasting. Note that when a statistical model is used to represent Kaufman Et 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0165
MADMean absolute deviation0.4142
MAPEMean absolute percentage error0.0125
SAESum of the absolute errors24.4373
As with simple exponential smoothing, in triple exponential smoothing models past Kaufman Et observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Kaufman Et Broad observations.

Predictive Modules for Kaufman Et

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kaufman Et Broad. 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
30.6032.4534.30
Details
Intrinsic
Valuation
LowRealHigh
28.2930.1435.70
Details
Bollinger
Band Projection (param)
LowMiddleHigh
32.3033.8135.31
Details

Other Forecasting Options for Kaufman Et

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

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

Kaufman Et Broad 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 Kaufman Et'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 Kaufman Et's current price.

Kaufman Et Market Strength Events

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

Kaufman Et Risk Indicators

The analysis of Kaufman Et'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 Kaufman Et's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kaufman 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.

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 Kaufman Stock

Kaufman Et financial ratios help investors to determine whether Kaufman 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 Kaufman with respect to the benefits of owning Kaufman Et security.