Columbia Sportswear Stock Forecast - 4 Period Moving Average

CUW Stock  EUR 77.00  1.50  1.99%   
The 4 Period Moving Average forecasted value of Columbia Sportswear on the next trading day is expected to be 76.67 with a mean absolute deviation of 1.45 and the sum of the absolute errors of 82.73. Columbia Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Columbia Sportswear's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Columbia Sportswear is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Columbia Sportswear 4 Period Moving Average Price Forecast For the 24th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Columbia Sportswear on the next trading day is expected to be 76.67 with a mean absolute deviation of 1.45, mean absolute percentage error of 3.44, and the sum of the absolute errors of 82.73.
Please note that although there have been many attempts to predict Columbia 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 Columbia Sportswear's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Columbia Sportswear Stock Forecast Pattern

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Columbia Sportswear Forecasted Value

In the context of forecasting Columbia Sportswear'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. Columbia Sportswear's downside and upside margins for the forecasting period are 75.01 and 78.34, respectively. We have considered Columbia Sportswear'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
77.00
76.67
Expected Value
78.34
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Columbia Sportswear stock data series using in forecasting. Note that when a statistical model is used to represent Columbia Sportswear 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 Criteria111.995
BiasArithmetic mean of the errors -0.1908
MADMean absolute deviation1.4515
MAPEMean absolute percentage error0.0196
SAESum of the absolute errors82.735
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Columbia Sportswear. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Columbia Sportswear and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Columbia Sportswear

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Columbia Sportswear. 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
75.3477.0078.66
Details
Intrinsic
Valuation
LowRealHigh
61.8563.5184.70
Details
Bollinger
Band Projection (param)
LowMiddleHigh
68.5374.4980.44
Details

Other Forecasting Options for Columbia Sportswear

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

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

Columbia Sportswear 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 Columbia Sportswear'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 Columbia Sportswear's current price.

Columbia Sportswear Market Strength Events

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

Columbia Sportswear Risk Indicators

The analysis of Columbia Sportswear'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 Columbia Sportswear's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting columbia 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 Information and Resources on Investing in Columbia Stock

When determining whether Columbia Sportswear is a strong investment it is important to analyze Columbia Sportswear's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Columbia Sportswear's future performance. For an informed investment choice regarding Columbia Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Columbia Sportswear to cross-verify your projections.
For more detail on how to invest in Columbia Stock please use our How to Invest in Columbia Sportswear guide.
You can also try the Idea Optimizer module to use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio .
Please note, there is a significant difference between Columbia Sportswear's value and its price as these two are different measures arrived at by different means. Investors typically determine if Columbia Sportswear is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Columbia Sportswear's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.