Lithium Americas Stock Forecast - Naive Prediction
| LAC Stock | CAD 6.52 0.04 0.62% |
The Naive Prediction forecasted value of Lithium Americas Corp on the next trading day is expected to be 4.99 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 20.43. Lithium Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lithium Americas stock prices and determine the direction of Lithium Americas Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lithium Americas' historical fundamentals, such as revenue growth or operating cash flow patterns. Although Lithium Americas' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Lithium Americas' systematic risk associated with finding meaningful patterns of Lithium Americas fundamentals over time.
Check out Historical Fundamental Analysis of Lithium Americas to cross-verify your projections. Lithium |
Most investors in Lithium Americas 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 Lithium Americas' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Lithium Americas' price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Lithium Americas is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Lithium Americas Corp 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. Lithium Americas Naive Prediction Price Forecast For the 24th of April
Given 90 days horizon, the Naive Prediction forecasted value of Lithium Americas Corp on the next trading day is expected to be 4.99 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.18, and the sum of the absolute errors of 20.43.Please note that although there have been many attempts to predict Lithium 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 Lithium Americas' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Lithium Americas Stock Forecast Pattern
| Backtest Lithium Americas | Lithium Americas Price Prediction | Buy or Sell Advice |
Lithium Americas Forecasted Value
In the context of forecasting Lithium Americas' 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. Lithium Americas' downside and upside margins for the forecasting period are 0.07 and 11.26, respectively. We have considered Lithium Americas' 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.
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 Lithium Americas stock data series using in forecasting. Note that when a statistical model is used to represent Lithium Americas 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.| AIC | Akaike Information Criteria | 118.2476 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3295 |
| MAPE | Mean absolute percentage error | 0.0451 |
| SAE | Sum of the absolute errors | 20.4272 |
Predictive Modules for Lithium Americas
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lithium Americas Corp. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Lithium Americas' 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.
Other Forecasting Options for Lithium Americas
For every potential investor in Lithium, whether a beginner or expert, Lithium Americas' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Lithium Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Lithium. Basic forecasting techniques help filter out the noise by identifying Lithium Americas' price trends.Lithium Americas 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 Lithium Americas stock to make a market-neutral strategy. Peer analysis of Lithium Americas could also be used in its relative valuation, which is a method of valuing Lithium Americas by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Lithium Americas Corp 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 Lithium Americas' 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 Lithium Americas' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Lithium Americas Market Strength Events
Market strength indicators help investors to evaluate how Lithium Americas stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Lithium Americas shares will generate the highest return on investment. By undertsting and applying Lithium Americas stock market strength indicators, traders can identify Lithium Americas Corp entry and exit signals to maximize returns.
| Accumulation Distribution | 70531.08 | |||
| Daily Balance Of Power | 0.1212 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 6.55 | |||
| Day Typical Price | 6.54 | |||
| Price Action Indicator | (0.01) | |||
| Period Momentum Indicator | 0.04 |
Lithium Americas Risk Indicators
The analysis of Lithium Americas' 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 Lithium Americas' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lithium 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.
| Mean Deviation | 4.2 | |||
| Semi Deviation | 7.33 | |||
| Standard Deviation | 6.18 | |||
| Variance | 38.22 | |||
| Downside Variance | 55.91 | |||
| Semi Variance | 53.78 | |||
| Expected Short fall | (3.87) |
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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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Lithium Americas to cross-verify your projections. Note that the Lithium Americas Corp information on this page should be used as a complementary analysis to other Lithium Americas' 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 Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.
Complementary Tools for Lithium Stock analysis
When running Lithium Americas' price analysis, check to measure Lithium Americas' 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 Lithium Americas is operating at the current time. Most of Lithium Americas' value examination focuses on studying past and present price action to predict the probability of Lithium Americas' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Lithium Americas' price. Additionally, you may evaluate how the addition of Lithium Americas to your portfolios can decrease your overall portfolio volatility.
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