Illumina Stock Forecast - 8 Period Moving Average
| ILMN Stock | USD 113.70 1.02 0.89% |
The 8 Period Moving Average forecasted value of Illumina on the next trading day is expected to be 107.46 with a mean absolute deviation of 4.55 and the sum of the absolute errors of 241.23. Illumina Stock Forecast is based on your current time horizon. Although Illumina's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Illumina's systematic risk associated with finding meaningful patterns of Illumina fundamentals over time.
Illumina |
Open Interest Against 2024-06-14 Illumina Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Illumina's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Illumina's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Illumina stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Illumina's open interest, investors have to compare it to Illumina's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Illumina is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Illumina. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Illumina 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 Illumina's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Illumina's price structures and extracts relationships that further increase the generated results' accuracy.
An 8-period moving average forecast model for Illumina is based on an artificially constructed time series of Illumina daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time. Illumina 8 Period Moving Average Price Forecast For the 11th of June 2024
Given 90 days horizon, the 8 Period Moving Average forecasted value of Illumina on the next trading day is expected to be 107.46 with a mean absolute deviation of 4.55, mean absolute percentage error of 29.61, and the sum of the absolute errors of 241.23.Please note that although there have been many attempts to predict Illumina 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 Illumina's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Illumina Stock Forecast Pattern
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Illumina Forecasted Value
In the context of forecasting Illumina'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. Illumina's downside and upside margins for the forecasting period are 105.10 and 109.82, respectively. We have considered Illumina'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Illumina stock data series using in forecasting. Note that when a statistical model is used to represent Illumina 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 | 106.7957 |
| Bias | Arithmetic mean of the errors | 2.063 |
| MAD | Mean absolute deviation | 4.5515 |
| MAPE | Mean absolute percentage error | 0.0392 |
| SAE | Sum of the absolute errors | 241.2275 |
Predictive Modules for Illumina
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Illumina. 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 Illumina'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.
Other Forecasting Options for Illumina
For every potential investor in Illumina, whether a beginner or expert, Illumina's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Illumina Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Illumina. Basic forecasting techniques help filter out the noise by identifying Illumina's price trends.Illumina 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 Illumina stock to make a market-neutral strategy. Peer analysis of Illumina could also be used in its relative valuation, which is a method of valuing Illumina by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Illumina 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 Illumina'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 Illumina's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Illumina Market Strength Events
Market strength indicators help investors to evaluate how Illumina stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Illumina shares will generate the highest return on investment. By undertsting and applying Illumina stock market strength indicators, traders can identify Illumina entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0662 | |||
| Daily Balance Of Power | (0.13) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 115.06 | |||
| Day Typical Price | 114.61 | |||
| Market Facilitation Index | 7.88 | |||
| Price Action Indicator | (1.87) | |||
| Period Momentum Indicator | (1.02) |
Illumina Risk Indicators
The analysis of Illumina'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 Illumina's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting illumina 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 | 1.82 | |||
| Standard Deviation | 2.39 | |||
| Variance | 5.73 |
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 ArchitectAdditional Information and Resources on Investing in Illumina Stock
When determining whether Illumina offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Illumina's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Illumina Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Illumina Stock:Check out Historical Fundamental Analysis of Illumina to cross-verify your projections. To learn how to invest in Illumina Stock, please use our How to Invest in Illumina guide.You can also try the Fundamental Analysis module to view fundamental data based on most recent published financial statements.
Is Life Sciences Tools & Services space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Illumina. If investors know Illumina will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Illumina listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.96) | Earnings Share (8.15) | Revenue Per Share 28.392 | Quarterly Revenue Growth (0.01) | Return On Assets (0.01) |
The market value of Illumina is measured differently than its book value, which is the value of Illumina that is recorded on the company's balance sheet. Investors also form their own opinion of Illumina's value that differs from its market value or its book value, called intrinsic value, which is Illumina's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Illumina's market value can be influenced by many factors that don't directly affect Illumina's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Illumina's value and its price as these two are different measures arrived at by different means. Investors typically determine if Illumina is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Illumina'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.