Brd Klee Stock Forecast - Simple Moving Average

KLEE-B Stock  DKK 3,780  60.00  1.61%   
The Simple Moving Average forecasted value of Brd Klee AS on the next trading day is expected to be 3,780 with a mean absolute deviation of 35.25 and the sum of the absolute errors of 2,080. Brd Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Brd Klee stock prices and determine the direction of Brd Klee AS's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Brd Klee's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Brd Klee 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.

Brd Klee Simple Moving Average Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Moving Average forecasted value of Brd Klee AS on the next trading day is expected to be 3,780 with a mean absolute deviation of 35.25, mean absolute percentage error of 4,393, and the sum of the absolute errors of 2,080.
Please note that although there have been many attempts to predict Brd 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 Brd Klee's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Brd Klee Stock Forecast Pattern

Backtest Brd KleeBrd Klee Price PredictionBuy or Sell Advice 

Brd Klee Forecasted Value

In the context of forecasting Brd Klee'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. Brd Klee's downside and upside margins for the forecasting period are 3,778 and 3,782, respectively. We have considered Brd Klee'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
3,780
3,780
Expected Value
3,782
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 Brd Klee stock data series using in forecasting. Note that when a statistical model is used to represent Brd Klee 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 Criteria122.8226
BiasArithmetic mean of the errors 5.4237
MADMean absolute deviation35.2542
MAPEMean absolute percentage error0.0092
SAESum of the absolute errors2080.0
The simple moving average model is conceptually a linear regression of the current value of Brd Klee AS price series against current and previous (unobserved) value of Brd Klee. 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 Brd Klee

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Brd Klee AS. 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
3,7783,7803,782
Details
Intrinsic
Valuation
LowRealHigh
3,5523,5534,158
Details
Bollinger
Band Projection (param)
LowMiddleHigh
3,6763,8444,013
Details

Other Forecasting Options for Brd Klee

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

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

Brd Klee AS 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 Brd Klee'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 Brd Klee's current price.

Brd Klee Market Strength Events

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

Brd Klee Risk Indicators

The analysis of Brd Klee'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 Brd Klee's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting brd 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.

Pair Trading with Brd Klee

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 Brd Klee 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 Brd Klee will appreciate offsetting losses from the drop in the long position's value.

Moving against Brd Stock

  0.6MAERSK-A AP MllerPairCorr
  0.6MAERSK-B AP MllerPairCorr
  0.43NDA-DK Nordea Bank AbpPairCorr
  0.39DSV DSV Panalpina ASPairCorr
The ability to find closely correlated positions to Brd Klee could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Brd Klee 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 Brd Klee - 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 Brd Klee AS to buy it.
The correlation of Brd Klee 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 Brd Klee moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Brd Klee AS 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 Brd Klee 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.
Pair CorrelationCorrelation Matching

Other Information on Investing in Brd Stock

Brd Klee financial ratios help investors to determine whether Brd 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 Brd with respect to the benefits of owning Brd Klee security.