Gladstone Land Stock Forecast - Polynomial Regression

LAND Stock

USD 15.57 0.53 3.52%

Gladstone Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Gladstone Land historical stock prices and determine the direction of Gladstone Land's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Gladstone Land historical fundamentals such as revenue growth or operating cash flow patterns. Although Gladstone Land naive historical forecasting may sometimes provide an important future outlook for the firm we recommend to always cross-verify it against solid analysis of Gladstone Land systematic risk associated with finding meaningful patterns of Gladstone Land fundamentals over time.

Check out Historical Fundamental Analysis of Gladstone Land to cross-verify your projections. For information on how to trade Gladstone Stock refer to our How to Trade Gladstone Stock guide.

The current year Cash and Equivalents Turnover is expected to grow to 2.82, whereas Accounts Payable Turnover is forecasted to decline to 5.76. . Gladstone Land Weighted Average Shares Diluted is projected to increase significantly based on the last few years of reporting. The past year's Weighted Average Shares Diluted was at 34.56 Million.

Open Interest Agains t 2023-04-21 Gladstone Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Gladstone Land'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 Gladstone Land's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies Gladstone Land stock based on available contracts left at the end of a trading day.

Please note, to derive more accurate forecasting about market movement from the current Gladstone Land's open interest, investors have to compare it to Gladstone Land'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 Gladstone Land 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 Gladstone. 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 Gladstone Land 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 Gladstone Land's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Gladstone Land's price structures and extracts relationships that further increase the generated results' accuracy.

Gladstone Land polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Gladstone Land as well as the accuracy indicators are determined from the period prices.

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Gladstone Land Polynomial Regression Price Forecast For the 27th of March

Given 90 days horizon, the Polynomial Regression forecasted value of Gladstone Land on the next trading day is expected to be 15.23 with a mean absolute deviation of 0.25, mean absolute percentage error of 0.1, and the sum of the absolute errors of 14.99.

Please note that although there have been many attempts to predict Gladstone 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 Gladstone Land's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gladstone Land Stock Forecast Pattern

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Gladstone Land Price Prediction

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Gladstone Land Forecasted Value

In the context of forecasting Gladstone Land'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. Gladstone Land's downside and upside margins for the forecasting period are 13.34 and 17.12, respectively. We have considered Gladstone Land'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 15.57

13.34

Downside

15.23

Expected Value

Target Odds

Above Odds

Below Odds

17.12

Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Gladstone Land stock data series using in forecasting. Note that when a statistical model is used to represent Gladstone Land 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	115.7597
Bias	Arithmetic mean of the errors	None
MAD	Mean absolute deviation	0.2457
MAPE	Mean absolute percentage error	0.0138
SAE	Sum of the absolute errors	14.9898

A single variable polynomial regression model attempts to put a curve through the Gladstone Land historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a₀ + a₁*X + a₂*X² + a₃*X³ + ... + a_m*X^m

Predictive Modules for Gladstone Land

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gladstone Land. Regardless of method or technology, however, to accurately forecast the stock or bond 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, frequently view the market will even out over time. This tendency of Gladstone Land'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. Please use the tools below to analyze the current value of Gladstone Land in the context of predictive analytics.

Hype

Prediction

Low	Estimated Value	High
13.62	15.51	17.40

Details

Intrinsic

Valuation

Low	Real Value	High
14.01	18.08	19.97

Details

Bollinger

Band Projection (param)

Lower	Middle Band	Upper
14.74	16.57	18.40

Details

6 Analysts

Consensus

Low	Target Price	High
21.00	24.67	36.00

Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Gladstone Land. Your research has to be compared to or analyzed against Gladstone Land's peers to derive any actionable benefits. When done correctly, Gladstone Land's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in Gladstone Land.

Other Forecasting Options for Gladstone Land

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

Gladstone Land 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 Gladstone Land stock to make a market-neutral strategy. Peer analysis of Gladstone Land could also be used in its relative valuation, which is a method of valuing Gladstone Land by comparing valuation metrics with similar companies.

Tandem Diabetes CareStrategic EducationBright Scholar EducationSNDL IncGraham HoldingsAmerican AirlinesAlcoa CorpApple IncBest BuyCitigroupSentinelOneCVS Health CorpChevron CorpHome DepotInternational Business

Risk & Return

Correlation

Gladstone Land 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 Gladstone Land'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 Gladstone Land's current price.

	Cycle Indicators
	Math Operators
	Math Transform
	Momentum Indicators
	Overlap Studies
	Pattern Recognition
	Price Transform
	Statistic Functions
	Volatility Indicators
	Volume Indicators

Gladstone Land Risk Indicators

The analysis of Gladstone Land's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in Gladstone Land's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting Gladstone Land stock price, 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	1.42
	Standard Deviation	1.84
	Variance	3.39

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Gladstone Land Investors Sentiment

The influence of Gladstone Land's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Gladstone. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock markets does not have a solid backing from leading economists and market statisticians.

Investor biases related to Gladstone Land's public news can be used to forecast risks associated with investment in Gladstone. The trend in average sentiment can be used to explain how an investor holding Gladstone can time the market purely based on public headlines and social activities around Gladstone Land. Please note that most equiteis that are difficult to arbitrage are affected by market sentiment the most.

Gladstone Land's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Gladstone Land's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Gladstone Land's news discussions. The higher the estimated score, the more favorable is the investor's outlook on Gladstone Land.

Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Gladstone Land in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Gladstone Land's short interest history, or implied volatility extrapolated from Gladstone Land options trading.

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Check out Historical Fundamental Analysis of Gladstone Land to cross-verify your projections. For information on how to trade Gladstone Stock refer to our How to Trade Gladstone Stock guide. You can also try Bond Directory module to find actively traded corporate debentures issued by US companies.

Complementary Tools for analysis

When running Gladstone Land price analysis, check to measure Gladstone Land'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 Gladstone Land is operating at the current time. Most of Gladstone Land's value examination focuses on studying past and present price action to predict the probability of Gladstone Land's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move Gladstone Land's price. Additionally, you may evaluate how the addition of Gladstone Land to your portfolios can decrease your overall portfolio volatility.

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Is Gladstone Land's industry 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 Gladstone Land. If investors know Gladstone 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 Gladstone Land listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.

Dividend Share

0.546

Earnings Share

(0.45)

Revenue Per Share

2.58

Quarterly Revenue Growth

0.087

Return On Assets

0.0155

The market value of Gladstone Land is measured differently than its book value, which is the value of Gladstone that is recorded on the company's balance sheet. Investors also form their own opinion of Gladstone Land's value that differs from its market value or its book value, called intrinsic value, which is Gladstone Land'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 Gladstone Land's market value can be influenced by many factors that don't directly affect Gladstone Land'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 Gladstone Land's value and its price as these two are different measures arrived at by different means. Investors typically determine Gladstone Land value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Gladstone Land'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.

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	Naive Prediction
	Simple Exponential Smoothing
	Double Exponential Smoothing
	Triple Exponential Smoothing
	Simple Regression
	Polynomial Regression
	Simple Moving Average
	4 Period Moving Average
	8 Period Moving Average
	20 Period Moving Average

Gladstone Land Stock Forecast - Polynomial Regression

Open Interest Agains t 2023-04-21 Gladstone Option Contracts

Gladstone Land Polynomial Regression Price Forecast For the 27th of March

Gladstone Land Stock Forecast Pattern

Gladstone Land Forecasted Value

Model Predictive Factors

Predictive Modules for Gladstone Land

Other Forecasting Options for Gladstone Land

Gladstone Land Related Equities

Gladstone Land Technical and Predictive Analytics

Gladstone Land Risk Indicators

Gladstone Land Investors Sentiment

Becoming a Better Investor with Macroaxis

Build Optimal Portfolios

Align your risk with return expectations

Complementary Tools for analysis

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