Lithia Motors Stock Forecast - Naive Prediction

LMO Stock  EUR 346.00  2.00  0.58%   
The Naive Prediction forecasted value of Lithia Motors on the next trading day is expected to be 346.62 with a mean absolute deviation of 4.73 and the sum of the absolute errors of 288.53. Lithia Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Lithia Motors' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Lithia Motors is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Lithia Motors value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Lithia Motors Naive Prediction Price Forecast For the 24th of December

Given 90 days horizon, the Naive Prediction forecasted value of Lithia Motors on the next trading day is expected to be 346.62 with a mean absolute deviation of 4.73, mean absolute percentage error of 39.21, and the sum of the absolute errors of 288.53.
Please note that although there have been many attempts to predict Lithia 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 Lithia Motors' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lithia Motors Stock Forecast Pattern

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Lithia Motors Forecasted Value

In the context of forecasting Lithia Motors' 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. Lithia Motors' downside and upside margins for the forecasting period are 344.49 and 348.75, respectively. We have considered Lithia Motors' 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
346.00
344.49
Downside
346.62
Expected Value
348.75
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Lithia Motors stock data series using in forecasting. Note that when a statistical model is used to represent Lithia Motors 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 Criteria121.7794
BiasArithmetic mean of the errors None
MADMean absolute deviation4.73
MAPEMean absolute percentage error0.0144
SAESum of the absolute errors288.5293
This model is not at all useful as a medium-long range forecasting tool of Lithia Motors. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Lithia Motors. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Lithia Motors

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lithia Motors. 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
343.86346.00348.14
Details
Intrinsic
Valuation
LowRealHigh
311.40395.77397.91
Details

Other Forecasting Options for Lithia Motors

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

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

Lithia Motors 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 Lithia Motors' 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 Lithia Motors' current price.

Lithia Motors Market Strength Events

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

Lithia Motors Risk Indicators

The analysis of Lithia Motors' 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 Lithia Motors' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lithia 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 Lithia Stock

When determining whether Lithia Motors is a strong investment it is important to analyze Lithia Motors' 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 Lithia Motors' future performance. For an informed investment choice regarding Lithia Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Lithia Motors to cross-verify your projections.
For more detail on how to invest in Lithia Stock please use our How to Invest in Lithia Motors guide.
You can also try the Share Portfolio module to track or share privately all of your investments from the convenience of any device.
Please note, there is a significant difference between Lithia Motors' value and its price as these two are different measures arrived at by different means. Investors typically determine if Lithia Motors is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Lithia Motors' 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.