Lumen Technologies, Stock Forecast - Naive Prediction

L1MN34 Stock  BRL 35.92  1.33  3.85%   
The Naive Prediction forecasted value of Lumen Technologies, on the next trading day is expected to be 36.38 with a mean absolute deviation of 2.29 and the sum of the absolute errors of 139.53. Lumen Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lumen Technologies, stock prices and determine the direction of Lumen Technologies,'s future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lumen Technologies,'s historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Lumen Technologies, is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Lumen Technologies, 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.

Lumen Technologies, Naive Prediction Price Forecast For the 7th of January

Given 90 days horizon, the Naive Prediction forecasted value of Lumen Technologies, on the next trading day is expected to be 36.38 with a mean absolute deviation of 2.29, mean absolute percentage error of 8.61, and the sum of the absolute errors of 139.53.
Please note that although there have been many attempts to predict Lumen 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 Lumen Technologies,'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lumen Technologies, Stock Forecast Pattern

Backtest Lumen Technologies,Lumen Technologies, Price PredictionBuy or Sell Advice 

Lumen Technologies, Forecasted Value

In the context of forecasting Lumen Technologies,'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. Lumen Technologies,'s downside and upside margins for the forecasting period are 31.02 and 41.75, respectively. We have considered Lumen Technologies,'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
35.92
36.38
Expected Value
41.75
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 Lumen Technologies, stock data series using in forecasting. Note that when a statistical model is used to represent Lumen Technologies, 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 Criteria120.263
BiasArithmetic mean of the errors None
MADMean absolute deviation2.2873
MAPEMean absolute percentage error0.0546
SAESum of the absolute errors139.5267
This model is not at all useful as a medium-long range forecasting tool of Lumen Technologies,. 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 Lumen Technologies,. 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 Lumen Technologies,

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lumen Technologies,. 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
30.5535.9241.29
Details
Intrinsic
Valuation
LowRealHigh
29.0234.3939.76
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Lumen Technologies,. Your research has to be compared to or analyzed against Lumen Technologies,'s peers to derive any actionable benefits. When done correctly, Lumen Technologies,'s competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Lumen Technologies,.

Other Forecasting Options for Lumen Technologies,

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

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

Lumen Technologies, 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 Lumen Technologies,'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 Lumen Technologies,'s current price.

Lumen Technologies, Market Strength Events

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

Lumen Technologies, Risk Indicators

The analysis of Lumen Technologies,'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 Lumen Technologies,'s investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lumen 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 Lumen Stock

Lumen Technologies, financial ratios help investors to determine whether Lumen 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 Lumen with respect to the benefits of owning Lumen Technologies, security.