Lenovo Pink Sheet Forecast - Triple Exponential Smoothing

LNVGF Stock  USD 1.17  0.06  5.41%   
The Triple Exponential Smoothing forecasted value of Lenovo Group on the next trading day is expected to be 1.17 with a mean absolute deviation of  0.04  and the sum of the absolute errors of 2.39. Lenovo Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lenovo stock prices and determine the direction of Lenovo Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lenovo's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Lenovo to cross-verify your projections.
  
Most investors in Lenovo cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Lenovo's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Lenovo's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for Lenovo - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Lenovo prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Lenovo price movement. However, neither of these exponential smoothing models address any seasonality of Lenovo Group.

Lenovo Triple Exponential Smoothing Price Forecast For the 30th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Lenovo Group on the next trading day is expected to be 1.17 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.39.
Please note that although there have been many attempts to predict Lenovo Pink Sheet 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 Lenovo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lenovo Pink Sheet Forecast Pattern

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Lenovo Forecasted Value

In the context of forecasting Lenovo's Pink Sheet 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. Lenovo's downside and upside margins for the forecasting period are 0.01 and 5.34, respectively. We have considered Lenovo'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
1.17
1.17
Expected Value
5.34
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Lenovo pink sheet data series using in forecasting. Note that when a statistical model is used to represent Lenovo pink sheet, 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0062
MADMean absolute deviation0.0406
MAPEMean absolute percentage error0.0344
SAESum of the absolute errors2.3937
As with simple exponential smoothing, in triple exponential smoothing models past Lenovo observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Lenovo Group observations.

Predictive Modules for Lenovo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lenovo Group. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Lenovo's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.061.175.34
Details
Intrinsic
Valuation
LowRealHigh
0.050.965.13
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Lenovo. Your research has to be compared to or analyzed against Lenovo's peers to derive any actionable benefits. When done correctly, Lenovo'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 Lenovo Group.

Other Forecasting Options for Lenovo

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

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

Lenovo Group Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Lenovo'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 Lenovo's current price.

Lenovo Market Strength Events

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

Lenovo Risk Indicators

The analysis of Lenovo'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 Lenovo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lenovo pink sheet 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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Check out Historical Fundamental Analysis of Lenovo to cross-verify your projections.
Note that the Lenovo Group information on this page should be used as a complementary analysis to other Lenovo's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.

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When running Lenovo's price analysis, check to measure Lenovo's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Lenovo is operating at the current time. Most of Lenovo's value examination focuses on studying past and present price action to predict the probability of Lenovo's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Lenovo's price. Additionally, you may evaluate how the addition of Lenovo to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Lenovo's value and its price as these two are different measures arrived at by different means. Investors typically determine if Lenovo is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Lenovo'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.