Expeditors International Stock Forecast - Simple Regression

EW1 Stock  EUR 105.00  4.00  3.67%   
The Simple Regression forecasted value of Expeditors International of on the next trading day is expected to be 111.29 with a mean absolute deviation of 1.91 and the sum of the absolute errors of 116.54. Expeditors Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Expeditors International's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Expeditors International price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Expeditors International Simple Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Simple Regression forecasted value of Expeditors International of on the next trading day is expected to be 111.29 with a mean absolute deviation of 1.91, mean absolute percentage error of 5.64, and the sum of the absolute errors of 116.54.
Please note that although there have been many attempts to predict Expeditors 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 Expeditors International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Expeditors International Stock Forecast Pattern

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Expeditors International Forecasted Value

In the context of forecasting Expeditors International'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. Expeditors International's downside and upside margins for the forecasting period are 109.86 and 112.72, respectively. We have considered Expeditors International'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
105.00
109.86
Downside
111.29
Expected Value
112.72
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Expeditors International stock data series using in forecasting. Note that when a statistical model is used to represent Expeditors International 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 Criteria119.8397
BiasArithmetic mean of the errors None
MADMean absolute deviation1.9105
MAPEMean absolute percentage error0.0173
SAESum of the absolute errors116.5381
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Expeditors International of historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Expeditors International

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Expeditors International. 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
103.57105.00106.43
Details
Intrinsic
Valuation
LowRealHigh
89.1090.53115.50
Details

Other Forecasting Options for Expeditors International

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

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

Expeditors International 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 Expeditors International'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 Expeditors International's current price.

Expeditors International Market Strength Events

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

Expeditors International Risk Indicators

The analysis of Expeditors International'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 Expeditors International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting expeditors 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 Expeditors Stock

When determining whether Expeditors International is a strong investment it is important to analyze Expeditors International'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 Expeditors International's future performance. For an informed investment choice regarding Expeditors Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Expeditors International to cross-verify your projections.
You can also try the Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.
Please note, there is a significant difference between Expeditors International's value and its price as these two are different measures arrived at by different means. Investors typically determine if Expeditors International is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Expeditors International'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.